YOLOv8.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": [],
      "gpuType": "T4",
      "authorship_tag": "ABX9TyND3IvlmcbezZK8C5/sNARk",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/leehwasu96/YOLO-v8/blob/main/YOLOv8.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "collapsed": true,
        "id": "7RWS5jHhvvCA",
        "outputId": "be666e89-0037-42ab-dd3d-c3ab9693887b"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Collecting ultralytics\n",
            "  Downloading ultralytics-8.2.55-py3-none-any.whl (800 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m800.2/800.2 kB\u001b[0m \u001b[31m7.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: numpy<2.0.0,>=1.23.0 in /usr/local/lib/python3.10/dist-packages (from ultralytics) (1.25.2)\n",
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            "Collecting ultralytics-thop>=2.0.0 (from ultralytics)\n",
            "  Downloading ultralytics_thop-2.0.0-py3-none-any.whl (25 kB)\n",
            "Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib>=3.3.0->ultralytics) (1.2.1)\n",
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            "Requirement already satisfied: networkx in /usr/local/lib/python3.10/dist-packages (from torch>=1.8.0->ultralytics) (3.3)\n",
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            "Requirement already satisfied: fsspec in /usr/local/lib/python3.10/dist-packages (from torch>=1.8.0->ultralytics) (2023.6.0)\n",
            "Collecting nvidia-cuda-nvrtc-cu12==12.1.105 (from torch>=1.8.0->ultralytics)\n",
            "  Using cached nvidia_cuda_nvrtc_cu12-12.1.105-py3-none-manylinux1_x86_64.whl (23.7 MB)\n",
            "Collecting nvidia-cuda-runtime-cu12==12.1.105 (from torch>=1.8.0->ultralytics)\n",
            "  Using cached nvidia_cuda_runtime_cu12-12.1.105-py3-none-manylinux1_x86_64.whl (823 kB)\n",
            "Collecting nvidia-cuda-cupti-cu12==12.1.105 (from torch>=1.8.0->ultralytics)\n",
            "  Using cached nvidia_cuda_cupti_cu12-12.1.105-py3-none-manylinux1_x86_64.whl (14.1 MB)\n",
            "Collecting nvidia-cudnn-cu12==8.9.2.26 (from torch>=1.8.0->ultralytics)\n",
            "  Using cached nvidia_cudnn_cu12-8.9.2.26-py3-none-manylinux1_x86_64.whl (731.7 MB)\n",
            "Collecting nvidia-cublas-cu12==12.1.3.1 (from torch>=1.8.0->ultralytics)\n",
            "  Using cached nvidia_cublas_cu12-12.1.3.1-py3-none-manylinux1_x86_64.whl (410.6 MB)\n",
            "Collecting nvidia-cufft-cu12==11.0.2.54 (from torch>=1.8.0->ultralytics)\n",
            "  Using cached nvidia_cufft_cu12-11.0.2.54-py3-none-manylinux1_x86_64.whl (121.6 MB)\n",
            "Collecting nvidia-curand-cu12==10.3.2.106 (from torch>=1.8.0->ultralytics)\n",
            "  Using cached nvidia_curand_cu12-10.3.2.106-py3-none-manylinux1_x86_64.whl (56.5 MB)\n",
            "Collecting nvidia-cusolver-cu12==11.4.5.107 (from torch>=1.8.0->ultralytics)\n",
            "  Using cached nvidia_cusolver_cu12-11.4.5.107-py3-none-manylinux1_x86_64.whl (124.2 MB)\n",
            "Collecting nvidia-cusparse-cu12==12.1.0.106 (from torch>=1.8.0->ultralytics)\n",
            "  Using cached nvidia_cusparse_cu12-12.1.0.106-py3-none-manylinux1_x86_64.whl (196.0 MB)\n",
            "Collecting nvidia-nccl-cu12==2.20.5 (from torch>=1.8.0->ultralytics)\n",
            "  Using cached nvidia_nccl_cu12-2.20.5-py3-none-manylinux2014_x86_64.whl (176.2 MB)\n",
            "Collecting nvidia-nvtx-cu12==12.1.105 (from torch>=1.8.0->ultralytics)\n",
            "  Using cached nvidia_nvtx_cu12-12.1.105-py3-none-manylinux1_x86_64.whl (99 kB)\n",
            "Requirement already satisfied: triton==2.3.0 in /usr/local/lib/python3.10/dist-packages (from torch>=1.8.0->ultralytics) (2.3.0)\n",
            "Collecting nvidia-nvjitlink-cu12 (from nvidia-cusolver-cu12==11.4.5.107->torch>=1.8.0->ultralytics)\n",
            "  Downloading nvidia_nvjitlink_cu12-12.5.82-py3-none-manylinux2014_x86_64.whl (21.3 MB)\n",
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            "Requirement already satisfied: mpmath<1.4.0,>=1.1.0 in /usr/local/lib/python3.10/dist-packages (from sympy->torch>=1.8.0->ultralytics) (1.3.0)\n",
            "Installing collected packages: nvidia-nvtx-cu12, nvidia-nvjitlink-cu12, nvidia-nccl-cu12, nvidia-curand-cu12, nvidia-cufft-cu12, nvidia-cuda-runtime-cu12, nvidia-cuda-nvrtc-cu12, nvidia-cuda-cupti-cu12, nvidia-cublas-cu12, nvidia-cusparse-cu12, nvidia-cudnn-cu12, nvidia-cusolver-cu12, ultralytics-thop, ultralytics\n",
            "Successfully installed nvidia-cublas-cu12-12.1.3.1 nvidia-cuda-cupti-cu12-12.1.105 nvidia-cuda-nvrtc-cu12-12.1.105 nvidia-cuda-runtime-cu12-12.1.105 nvidia-cudnn-cu12-8.9.2.26 nvidia-cufft-cu12-11.0.2.54 nvidia-curand-cu12-10.3.2.106 nvidia-cusolver-cu12-11.4.5.107 nvidia-cusparse-cu12-12.1.0.106 nvidia-nccl-cu12-2.20.5 nvidia-nvjitlink-cu12-12.5.82 nvidia-nvtx-cu12-12.1.105 ultralytics-8.2.55 ultralytics-thop-2.0.0\n"
          ]
        }
      ],
      "source": [
        "#YOLO v8 다운로드\n",
        "!pip install ultralytics"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from ultralytics import YOLO\n",
        "\n",
        "# YOLOv8 모델 다운로드 및 초기화\n",
        "model = YOLO('yolov8n.pt')  # 'yolov8n.pt'는 가장 작은 모델입니다. 다른 모델 크기도 사용할 수 있습니다."
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "collapsed": true,
        "id": "vvmgRNQpwuby",
        "outputId": "b41c61f4-3cd5-4c11-ea27-1cdd9513da8a"
      },
      "execution_count": 3,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Downloading https://github.com/ultralytics/assets/releases/download/v8.2.0/yolov8n.pt to 'yolov8n.pt'...\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "100%|██████████| 6.25M/6.25M [00:00<00:00, 123MB/s]\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from google.colab import drive\n",
        "drive.mount('/content/drive')"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "collapsed": true,
        "id": "f_EufSHNw4Di",
        "outputId": "588b683d-6f1f-4422-f103-0f415cf57e9f"
      },
      "execution_count": 4,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Mounted at /content/drive\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# 현재 경로 확인\n",
        "!pwd"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "collapsed": true,
        "id": "whnP8G0DxU8K",
        "outputId": "4288ca0e-8060-4cce-9c62-1b68612a8f60"
      },
      "execution_count": 7,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Roboflow에서 데이터셋 다운로드\n",
        "# https://universe.roboflow.com/\n",
        "!curl -L \"https://universe.roboflow.com/ds/BtCO0zxaeS?key=eQVDTueP22\" -o /content/roboflow.zip"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "collapsed": true,
        "id": "4XEoaUa_zeyb",
        "outputId": "cfd01c52-5503-4639-bbec-adb427211e47"
      },
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current\n",
            "                                 Dload  Upload   Total   Spent    Left  Speed\n",
            "100   903  100   903    0     0   3664      0 --:--:-- --:--:-- --:--:--  3670\n",
            "100 52.5M  100 52.5M    0     0  34.1M      0  0:00:01  0:00:01 --:--:-- 53.0M\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# 압축 해제\n",
        "!unzip /content/roboflow.zip -d /content/roboflow"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "collapsed": true,
        "id": "HcHTDKs2zoRD",
        "outputId": "9e003f36-ca29-4a53-9871-9673159a005d"
      },
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Archive:  /content/roboflow.zip\n",
            "  inflating: /content/roboflow/README.dataset.txt  \n",
            "  inflating: /content/roboflow/README.roboflow.txt  \n",
            "  inflating: /content/roboflow/data.yaml  \n",
            "   creating: /content/roboflow/test/\n",
            "   creating: /content/roboflow/test/images/\n",
            " extracting: /content/roboflow/test/images/-046E9840-F025-4749-B3AB-19402B34E739-png_jpg.rf.61fb28fc8210dc5a76d27598618bd697.jpg  \n",
            " extracting: /content/roboflow/test/images/-0ACAD937-70A4-46F0-8E49-0CAE6F942CF2-png_jpg.rf.377f60fc8175ff11e4e7f54cee044177.jpg  \n",
            " extracting: /content/roboflow/test/images/-1058CFB8-55AA-4270-937C-FAB55C49F17A-png_jpg.rf.a37ca443adb2be52ce2fe75f438fa3bc.jpg  \n",
            " extracting: /content/roboflow/test/images/-156F82DF-5099-4AEA-8574-19720B40C034-png_jpg.rf.5125e4a224dffbc6e2108adeede2cf5e.jpg  \n",
            " extracting: /content/roboflow/test/images/-192C4A31-07E9-4438-9D0D-63CF545747C8-png_jpg.rf.0e760b39af1d69108c91b0d57946bc2c.jpg  \n",
            " extracting: /content/roboflow/test/images/-192C4A31-07E9-4438-9D0D-63CF545747C8-png_jpg.rf.feeeedec703864cce38248b832a211cc.jpg  \n",
            " extracting: /content/roboflow/test/images/-1D5949D1-5187-454E-8ACC-924AD82CAC9C-png_jpg.rf.4257f1d10bf88337b241f1921985d0c4.jpg  \n",
            " extracting: /content/roboflow/test/images/-1F999A49-2799-4FBC-811D-D10A165F8B02-png_jpg.rf.a487f7b2ff16dc9d73d9c84613dad77c.jpg  \n",
            " extracting: /content/roboflow/test/images/-232CA389-A176-4AB7-A513-8D2D5E477CC2-png_jpg.rf.d7ccac6d546af9de32dd80940b1ab765.jpg  \n",
            " extracting: /content/roboflow/test/images/-23705E7A-1279-43E7-B20A-CE37ADAB61DD-png_jpg.rf.a4bed4bcacfcf0d81e01a9369e93a053.jpg  \n",
            " extracting: /content/roboflow/test/images/-25B75F91-9590-4B9D-A441-755612305E00-png_jpg.rf.56431ad8bdf76ddf844b7cfda9c40d1f.jpg  \n",
            " extracting: /content/roboflow/test/images/-25B75F91-9590-4B9D-A441-755612305E00-png_jpg.rf.6ee240a2ea74dd1e51dcc2be0fcd11bf.jpg  \n",
            " extracting: /content/roboflow/test/images/-2CC30CC7-5872-41C8-80F9-549219177A84-png_jpg.rf.db392bcb9efaf29022fe4cfe703284b5.jpg  \n",
            " extracting: /content/roboflow/test/images/-3571FC71-85E8-4968-8882-3A4B92AC8388-png_jpg.rf.5e5628c6b310ea9f47cf83a7a942a86f.jpg  \n",
            " extracting: /content/roboflow/test/images/-37EAFDFC-4667-4A10-98F7-3C9FB6EC7912-png_jpg.rf.51074a3c0cf146e837494a2599d4f360.jpg  \n",
            " extracting: /content/roboflow/test/images/-3947B75C-299F-46E6-84AF-947CB4AE712E-png_jpg.rf.2e8e505f42cbce0ad702b274fe4e198e.jpg  \n",
            " extracting: /content/roboflow/test/images/-3947B75C-299F-46E6-84AF-947CB4AE712E-png_jpg.rf.abdb52d1d40c78463049869adbb526f4.jpg  \n",
            " extracting: /content/roboflow/test/images/-394F92E4-59B2-4B85-9170-F782BC3DC244-png_jpg.rf.52101b057dd8fbe4b7c36b3e9c873ee0.jpg  \n",
            " extracting: /content/roboflow/test/images/-394F92E4-59B2-4B85-9170-F782BC3DC244-png_jpg.rf.56d37e6f971ef7b751489351a7064111.jpg  \n",
            " extracting: /content/roboflow/test/images/-3B056DBB-3097-4BCB-A38A-F66FA7470A6C-png_jpg.rf.0facdb9cd9493aa19b1ac1f75af9020c.jpg  \n",
            " extracting: /content/roboflow/test/images/-3B056DBB-3097-4BCB-A38A-F66FA7470A6C-png_jpg.rf.2d2c03372648bdf5bde1229cd0285a7a.jpg  \n",
            " extracting: /content/roboflow/test/images/-3B056DBB-3097-4BCB-A38A-F66FA7470A6C-png_jpg.rf.ded41c4b1c564e6856d2459cd55a9e13.jpg  \n",
            " extracting: /content/roboflow/test/images/-3B48CB36-3DE2-4088-B9D1-6F639B60DA9C-png_jpg.rf.f974a4bc8dbd94471f22fa63145c1dfd.jpg  \n",
            " extracting: /content/roboflow/test/images/-3C5B367D-D054-46F4-A427-80D90258A7B3-png_jpg.rf.1d1e31439a1794dc56ab67bdc8c98d64.jpg  \n",
            " extracting: /content/roboflow/test/images/-3C5B367D-D054-46F4-A427-80D90258A7B3-png_jpg.rf.2b809265820995be9fb1ba870921fc5f.jpg  \n",
            " extracting: /content/roboflow/test/images/-3C5B367D-D054-46F4-A427-80D90258A7B3-png_jpg.rf.6ed06051054450428d27ffe9c75b3c76.jpg  \n",
            " extracting: /content/roboflow/test/images/-3C5B367D-D054-46F4-A427-80D90258A7B3-png_jpg.rf.81d3156c179aba8c8ef34ff4bfd52805.jpg  \n",
            " extracting: /content/roboflow/test/images/-3D5128F1-30BE-4617-87D6-DBA1B7BF88DF-png_jpg.rf.c882365de2bbc16924a10368bcc748e2.jpg  \n",
            " extracting: /content/roboflow/test/images/-410FB936-1128-4721-89DE-79E2F58D3B24-png_jpg.rf.e16929b71b3696fbc65d19de9cf65a2e.jpg  \n",
            " extracting: /content/roboflow/test/images/-423FE4FB-F3E1-4E8E-8A40-5A99AEF6C353-png_jpg.rf.41f4a2e99f87b9a7609db1d239684562.jpg  \n",
            " extracting: /content/roboflow/test/images/-431A51B8-216A-4491-8839-72DCD54029AD-png_jpg.rf.adab62e374de3ff5b05a5f26a4eb5b5d.jpg  \n",
            " extracting: /content/roboflow/test/images/-44DB40B6-D520-4654-A07D-E87A49846F12-png_jpg.rf.1837c6b04f3865fa94d5249c6c0e352f.jpg  \n",
            " extracting: /content/roboflow/test/images/-465396AA-4CB9-4625-A390-70D9E748937A-png_jpg.rf.5f09698971eb03f7d1e4c23ab8fdccf1.jpg  \n",
            " extracting: /content/roboflow/test/images/-469593C2-4B3A-4A0B-B78A-24B4A79CCC35-png_jpg.rf.46b612f325b7339b599a23aef13b9c83.jpg  \n",
            " extracting: /content/roboflow/test/images/-4B741C2C-6B83-4220-B69F-FCD31BA7BD93-png_jpg.rf.bfe1ea045ee1193e0e83809604856ffc.jpg  \n",
            " extracting: /content/roboflow/test/images/-4B741C2C-6B83-4220-B69F-FCD31BA7BD93-png_jpg.rf.cbb677c4a9c4a38da5861d21373059f4.jpg  \n",
            " extracting: /content/roboflow/test/images/-4BB97EA4-824F-4351-B178-A426E8AE6051-png_jpg.rf.9401ece81e31821d81676e3c5ebd05f0.jpg  \n",
            " extracting: /content/roboflow/test/images/-4D888E2B-7F5D-4626-B4FF-E092A163D4B5-png_jpg.rf.ad6e5232f48545094c59aaeed1896de9.jpg  \n",
            " extracting: /content/roboflow/test/images/-4F8A1012-5719-437F-9811-1CE117CCBC65-png_jpg.rf.3ff470457c60f257e975675cffc433c7.jpg  \n",
            " extracting: /content/roboflow/test/images/-4F8A1012-5719-437F-9811-1CE117CCBC65-png_jpg.rf.e7ae3a35d241a0a1963e7aa99d3814e8.jpg  \n",
            " extracting: /content/roboflow/test/images/-52262D73-8B4E-4F06-883D-4C6E2E6ADED2-png_jpg.rf.a436abf122773ee46b252cdfa18b7bef.jpg  \n",
            " extracting: /content/roboflow/test/images/-52D877A5-D9D5-4B8F-848F-E449684E4869-png_jpg.rf.5354b63e0534292d518da4f53bf1238b.jpg  \n",
            " extracting: /content/roboflow/test/images/-531F9D36-6096-4999-B709-28F1E5F38DFE-png_jpg.rf.f73027e6472ff45ab7237cdaa2b64b38.jpg  \n",
            " extracting: /content/roboflow/test/images/-5399AA20-C3A4-4841-9CA4-0D18DFCA3806-png_jpg.rf.76820755db89801742bff13aa47c64e0.jpg  \n",
            " extracting: /content/roboflow/test/images/-53C40FB0-F866-4F4A-A410-D32C65C75BB4-png_jpg.rf.405e497cac8fcf41f321fa0bc81e170f.jpg  \n",
            " extracting: /content/roboflow/test/images/-541C6E4C-DEC9-4725-97C0-B773CF5182AB-png_jpg.rf.0cc8853b7611bdb786a1ab628d60c5e0.jpg  \n",
            " extracting: /content/roboflow/test/images/-56EAA0B9-41EA-46F5-99F9-433F614E42FB-png_jpg.rf.3aa756078edb9b3088d5ea6b481668d5.jpg  \n",
            " extracting: /content/roboflow/test/images/-56EF2068-CDF4-4068-80A1-E567375D4AE6-png_jpg.rf.10761915a896d1f68df2510abb968270.jpg  \n",
            " extracting: /content/roboflow/test/images/-56EF2068-CDF4-4068-80A1-E567375D4AE6-png_jpg.rf.2232ca5aa8dafdd8efa4330aed136868.jpg  \n",
            " extracting: /content/roboflow/test/images/-58A0B6C6-CAE2-41F9-9A9F-6B6E1A4EE492-png_jpg.rf.35dc29ce9ef8b1c7db58ee0f6e439ad2.jpg  \n",
            " extracting: /content/roboflow/test/images/-58A0B6C6-CAE2-41F9-9A9F-6B6E1A4EE492-png_jpg.rf.af471795765c899114a49d6b30436464.jpg  \n",
            " extracting: /content/roboflow/test/images/-597DE6B4-F29B-4655-A97B-DBFEE2C995F8-png_jpg.rf.264ddd965279f06170a5f9c01c842824.jpg  \n",
            " extracting: /content/roboflow/test/images/-597DE6B4-F29B-4655-A97B-DBFEE2C995F8-png_jpg.rf.e1ecd9f522820728e0f6fd7b99c63ca0.jpg  \n",
            " extracting: /content/roboflow/test/images/-59D02DDC-DB49-41DA-8B1F-33712FDE8CEE-png_jpg.rf.0221361512f857eab1ce13e4b478592f.jpg  \n",
            " extracting: /content/roboflow/test/images/-5AD2C6FA-9814-4CB1-822E-3A617443C49E-png_jpg.rf.1555bc56a972f8e8b08cdaaa09d26e15.jpg  \n",
            " extracting: /content/roboflow/test/images/-5AD2C6FA-9814-4CB1-822E-3A617443C49E-png_jpg.rf.2a36a9ce7ddafac2ed9123a6ce38a1ea.jpg  \n",
            " extracting: /content/roboflow/test/images/-5AD2C6FA-9814-4CB1-822E-3A617443C49E-png_jpg.rf.787fd1cc032fe2a08ac82230b394e809.jpg  \n",
            " extracting: /content/roboflow/test/images/-5BB5033D-F96D-4681-808D-9BCBE7C2221E-png_jpg.rf.9f39173aba22d25d85429ff30c33bd48.jpg  \n",
            " extracting: /content/roboflow/test/images/-5BCD3433-D1A0-436B-B906-4809400FC43E-png_jpg.rf.5092e894c07d294400c5fed275998a83.jpg  \n",
            " extracting: /content/roboflow/test/images/-5C9472C7-6F7B-45B6-A2F4-0CE739421A98-png_jpg.rf.0748f9f639f84e93e7f538bc35206e18.jpg  \n",
            " extracting: /content/roboflow/test/images/-5D890027-73FC-42D9-B3D5-2ED473A73B66-png_jpg.rf.1b93bc950ee29799a79e20b20b4bce37.jpg  \n",
            " extracting: /content/roboflow/test/images/-5DB86A4E-D64A-4032-ACF4-957B38D438C9-png_jpg.rf.e4f22ea1c5d2eef81171392228197058.jpg  \n",
            " extracting: /content/roboflow/test/images/-5E037376-5D27-4953-9841-0083E8D06D0B-png_jpg.rf.ec30c26a2f363e6de8c56b6ee6d74ffc.jpg  \n",
            " extracting: /content/roboflow/test/images/-5E492592-1503-4FFB-A59A-7C84C8FB58C8-png_jpg.rf.40fdee27317d7278b5a6d9171ca8421c.jpg  \n",
            " extracting: /content/roboflow/test/images/-5E69D234-D9EE-4A15-ABEB-52BA04828890-png_jpg.rf.4adab1c957ea40b04716062161d94b93.jpg  \n",
            " extracting: /content/roboflow/test/images/-5E69D234-D9EE-4A15-ABEB-52BA04828890-png_jpg.rf.4bce9d59cc12845a1dcd5e8db64fff7c.jpg  \n",
            " extracting: /content/roboflow/test/images/-5F381E05-B9B8-4054-8444-EFE81AA4B78C-png_jpg.rf.0b2654b5f008b21d6adc9052dce41c0d.jpg  \n",
            " extracting: /content/roboflow/test/images/-5F381E05-B9B8-4054-8444-EFE81AA4B78C-png_jpg.rf.d96cc3881b4cc03c7c52fa6abddd3aa3.jpg  \n",
            " extracting: /content/roboflow/test/images/-608B1B77-EBBE-4E69-AB2F-13A3A5ED4C39-png_jpg.rf.329bb51c5c80fbb3f513e9878ad46316.jpg  \n",
            " extracting: /content/roboflow/test/images/-62DA7C7D-C50D-40A7-87D1-DB8633F1F29D-png_jpg.rf.88eb7414660ff44b195aaf6cb0207ec4.jpg  \n",
            " extracting: /content/roboflow/test/images/-62DA7C7D-C50D-40A7-87D1-DB8633F1F29D-png_jpg.rf.abc505bfcefb45234fe78add66086ea7.jpg  \n",
            " extracting: /content/roboflow/test/images/-62DA7C7D-C50D-40A7-87D1-DB8633F1F29D-png_jpg.rf.da6ac526c7b50bdd2f2a2b4f9419335b.jpg  \n",
            " extracting: /content/roboflow/test/images/-63A3759B-1595-4A66-BB62-1E7F580BA753-png_jpg.rf.d27fd54be3e615e4489e92fea2f79e69.jpg  \n",
            " extracting: /content/roboflow/test/images/-B3FF9CBC-6C9F-4BDD-B814-790723E32E98-png_jpg.rf.19a62573ce535d1436d06cba00f99c01.jpg  \n",
            " extracting: /content/roboflow/test/images/-B3FF9CBC-6C9F-4BDD-B814-790723E32E98-png_jpg.rf.ab89462ccb9f13f0fb11bf2c75ea95ed.jpg  \n",
            " extracting: /content/roboflow/test/images/-B4C05A41-CD1A-4081-9609-EEFF67F464BE-png_jpg.rf.8a865b4bd1932fb9e06f4d6a00d863a0.jpg  \n",
            " extracting: /content/roboflow/test/images/-B545A484-7AEC-4211-AE64-92650557307F-png_jpg.rf.85a27996ae678e77981a7b92fedfad41.jpg  \n",
            " extracting: /content/roboflow/test/images/-B8116B0D-7D32-4C4A-9F5D-D72766C72DB5-png_jpg.rf.f0e790c81c46ccd2d442d012c9fd8ae2.jpg  \n",
            " extracting: /content/roboflow/test/images/-B9AA9C0E-404F-4AB4-B015-183269CB4261-png_jpg.rf.49402a04e4e7366292786e964de5b6aa.jpg  \n",
            " extracting: /content/roboflow/test/images/-B9AA9C0E-404F-4AB4-B015-183269CB4261-png_jpg.rf.68cadd467444ef56bcba2bf7a57de4d7.jpg  \n",
            " extracting: /content/roboflow/test/images/-BAAC60D7-E665-4186-BAA3-B3E20F8D397C-png_jpg.rf.1e1b9dd3c11a86355ced8a62341a5bc7.jpg  \n",
            " extracting: /content/roboflow/test/images/-BBC6D213-1075-48CE-B772-FDD44F34A3E7-png_jpg.rf.970bb7e4c4287853230a05456a09fa53.jpg  \n",
            " extracting: /content/roboflow/test/images/-BBC6D213-1075-48CE-B772-FDD44F34A3E7-png_jpg.rf.e381d0af5b101a07e1074e7f70147eb4.jpg  \n",
            " extracting: /content/roboflow/test/images/-BC165CAD-1004-4A38-B8A5-0E25AC65AAC9-png_jpg.rf.a0e35e2f76e20b023a4f1694347c7a23.jpg  \n",
            " extracting: /content/roboflow/test/images/-BD23F506-8DE9-4C71-B79A-585BF30E68A5-png_jpg.rf.94c8241e0a1e0ba6212af97dc69635ac.jpg  \n",
            " extracting: /content/roboflow/test/images/-BD499523-8602-4C68-8E63-FCE23A82AA16-png_jpg.rf.935bad39e0092fa96efdb865d4ca0a52.jpg  \n",
            " extracting: /content/roboflow/test/images/-BE412F80-6FDD-4522-8C6B-D26DA55927F5-png_jpg.rf.227a3dfd2f0e0afe6fb6067afd8b2195.jpg  \n",
            " extracting: /content/roboflow/test/images/-BE412F80-6FDD-4522-8C6B-D26DA55927F5-png_jpg.rf.999a7de55193421a17e7d5234bd7a8f1.jpg  \n",
            " extracting: /content/roboflow/test/images/-C0A680DB-DB9F-47C7-BE3B-74E6A294E203-png_jpg.rf.924a0f32ea45e63df2d4707140c87469.jpg  \n",
            " extracting: /content/roboflow/test/images/-C2D8DECE-2C51-4217-9B45-88F76CBC1D6C-png_jpg.rf.f6173d0e8fd51ae4adf618dd0140c29c.jpg  \n",
            " extracting: /content/roboflow/test/images/-C2DEBBE3-7D35-4B32-8AC1-D9271147FDB7-png_jpg.rf.965e62061ba3711b622e3ce8655b672a.jpg  \n",
            " extracting: /content/roboflow/test/images/-C2DEBBE3-7D35-4B32-8AC1-D9271147FDB7-png_jpg.rf.d2ee829b2bcc72dbcfd09939f6d72d35.jpg  \n",
            " extracting: /content/roboflow/test/images/-C8A077AE-C474-4AAB-A0E4-24F4F9266447-png_jpg.rf.3e2f30bbd22405d6e374aafd351c7dac.jpg  \n",
            " extracting: /content/roboflow/test/images/-C8A077AE-C474-4AAB-A0E4-24F4F9266447-png_jpg.rf.e019dd114e67d9aadf8f3f5488e9cd26.jpg  \n",
            " extracting: /content/roboflow/test/images/-C94776E1-EF34-4408-A9D3-69BE388FC761-png_jpg.rf.18bd800e47548951d4f9a7cacf8d2d26.jpg  \n",
            " extracting: /content/roboflow/test/images/-C96EB60C-375E-476D-8D20-3643A20C26B5-png_jpg.rf.ebd2f1909610d441f7a5f47fc27a0669.jpg  \n",
            " extracting: /content/roboflow/test/images/-CB279B0A-743F-4855-AE98-C9A9D0E40A22-png_jpg.rf.935f4c3eb7be208ee8f0afa8db38b030.jpg  \n",
            " extracting: /content/roboflow/test/images/-CF2B7A09-EC0C-4B1D-BDA5-7FD52B39F0F8-png_jpg.rf.2e2407a28846342f4507602310976c42.jpg  \n",
            " extracting: /content/roboflow/test/images/-CFB928D0-84D7-4021-B542-4F3E73E475AE-png_jpg.rf.24a1e7ac8bf2b827526608b5e0ff8f86.jpg  \n",
            " extracting: /content/roboflow/test/images/-D033F88A-8CE6-40D3-9005-E2697DC83F11-png_jpg.rf.5ff3284612d98a72723fd0cd75df9c78.jpg  \n",
            " extracting: /content/roboflow/test/images/-D2C63838-6966-45B0-99FF-C22521BF9149-png_jpg.rf.197836c6b154e7b1f88fd54fe96772a1.jpg  \n",
            " extracting: /content/roboflow/test/images/-D3D7864A-309B-4CE0-B18F-3CAC8DFD86D4-png_jpg.rf.4db1a8afed416996f22cb8ebb8a2d5ed.jpg  \n",
            " extracting: /content/roboflow/test/images/-D3ED54BD-094A-471D-A8A9-C1A7B3262064-png_jpg.rf.62cdd654f6c3a68ddb2744599344d5c5.jpg  \n",
            " extracting: /content/roboflow/test/images/-D72F756C-74EB-4144-8B6B-12F9757EDCE5-png_jpg.rf.f062c891ef5b81a005ff8bc952d06805.jpg  \n",
            " extracting: /content/roboflow/test/images/-DA921E8A-7BF2-44DE-AD8F-0C17D388AABD-png_jpg.rf.b8ceccdf8d60f5e258cb6fcc22f43a35.jpg  \n",
            " extracting: /content/roboflow/test/images/-E0F2527D-3B61-4274-8655-B807876330E9-png_jpg.rf.57ae6ae30fa6f3f8d0b6b120206783bc.jpg  \n",
            " extracting: /content/roboflow/test/images/-E169C681-EEF4-4F14-8884-D6C35F9A4005-png_jpg.rf.072ea7b9d84074238a5869ad920aff7c.jpg  \n",
            " extracting: /content/roboflow/test/images/-E39DE576-0BDF-4674-9CCE-4780BD8A5744-png_jpg.rf.83a6b6ecb20328300b08162ef7b3a3c1.jpg  \n",
            " extracting: /content/roboflow/test/images/-E4E37ACE-EAB9-4F03-8279-813B05F79336-png_jpg.rf.9cdd0bbf0b4325e182ea5f259a750227.jpg  \n",
            " extracting: /content/roboflow/test/images/-E4E37ACE-EAB9-4F03-8279-813B05F79336-png_jpg.rf.e0df9ee8914dca14e98bc5b257cd0c54.jpg  \n",
            " extracting: /content/roboflow/test/images/-F6C8BDBB-4AF8-454C-9460-BB89186D193C-png_jpg.rf.0bea18be7df7df6e23e9d1349b79954f.jpg  \n",
            " extracting: /content/roboflow/test/images/-FFB52469-E780-47C4-887D-EEAD0226DDE5-png_jpg.rf.a78347fbfee869008ae65f4735db404d.jpg  \n",
            " extracting: /content/roboflow/test/images/14_jpeg_jpg.rf.92bc10c534a3b3c8fbe7c18abe5957d2.jpg  \n",
            " extracting: /content/roboflow/test/images/14_jpeg_jpg.rf.c6c134109b8ffb6905e3a1ea8e9c9e70.jpg  \n",
            " extracting: /content/roboflow/test/images/19_jpeg_jpg.rf.ce98753395bd1693675c8320b3d3e8e0.jpg  \n",
            " extracting: /content/roboflow/test/images/2_jpeg_jpg.rf.a32c30cbaaa991a8689e72a96c8eb234.jpg  \n",
            " extracting: /content/roboflow/test/images/6_jpeg_jpg.rf.6907f5916b906c9d4ae84ce32074d461.jpg  \n",
            " extracting: /content/roboflow/test/images/7_jpeg_jpg.rf.965a80859ac9b65312b7c88cc5005302.jpg  \n",
            " extracting: /content/roboflow/test/images/8_jpeg_jpg.rf.1cd706471d5e79d0909a6b38668ca3df.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-16-29_jpeg_jpg.rf.36114a25e85d4f5e2458db7e5e1518ff.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-16-29_jpeg_jpg.rf.53dbd2863ea09738c8c88a53fc1d1b3a.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-16-29_jpeg_jpg.rf.c5af0181bf8b7c13a8931453a9858448.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-16-39_jpeg_jpg.rf.380f3340bdd6a17a52321467e960bb12.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-16-45_jpeg_jpg.rf.694b41cf2c4b381f3d53165fbe34f5c3.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-16-49_jpeg_jpg.rf.5070f7685152112d636f153a3dee5544.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-16-49_jpeg_jpg.rf.86bde39fc91b524569f0fa7f1adc35cd.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-16-49_jpeg_jpg.rf.eac320baf424118e6b0dbac404c9198a.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-17-00_jpeg_jpg.rf.04fb90236988c680076b4e1593e8c4e1.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-17-08_jpeg_jpg.rf.1053e7e14d2370b0bafda51ba52ddf14.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-17-36_jpeg_jpg.rf.8042e5ce641a4060d9215f8f719c9f93.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-18-22_jpeg_jpg.rf.0ea99715ad3c60130b61e05e286e01cf.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-18-22_jpeg_jpg.rf.7c88aada4fd2a29327818c55d1065367.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-18-22_jpeg_jpg.rf.ec8e1bb3e917f81742853f30504519f3.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-18-28_jpeg_jpg.rf.db97c889fb062d9addca594068da7f22.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-21-15_jpeg_jpg.rf.31f04d0fd496135288205367f3dc37f0.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-21-16_jpeg_jpg.rf.904af5df7a037e304eaaadb2ca804266.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-21-58_jpeg_jpg.rf.2508de9e57e18ef73d38c9f2130a5942.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-21-58_jpeg_jpg.rf.9f6892034280b285a0f8276fe9ed44d5.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-22-11_jpeg_jpg.rf.3c63e2b5636588dfa77679aed9cd5f19.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-22-11_jpeg_jpg.rf.99a1abf372053d149841bd029fa97f03.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-22-24_jpeg_jpg.rf.ff784439162865d6b430ca8e238e8a87.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-22-52_jpeg_jpg.rf.633a5f8059ce8214cc8481b6dfa41ff2.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-22-52_jpeg_jpg.rf.724bc11d36dd5bbad5eafecfb1d692b9.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-22-59_jpeg_jpg.rf.8843c692513f0906575fd3ff58ab520e.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-23-14_jpeg_jpg.rf.b1490b3fc9f131cebd56308a1161427c.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-23-14_jpeg_jpg.rf.dcdab15d0e7dcc57a91d48328b381d6e.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-23-15_jpeg_jpg.rf.145ea8588da0f8b785b21d8bfde12926.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-25-07_jpeg_jpg.rf.39f2f0aeaf22152edbb54da876253403.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-25-08_jpeg_jpg.rf.c2efb40dbc9d404e9d2f2757047c2aa8.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-25-08_jpeg_jpg.rf.f9d09f12590588a85c73e240a2a57eae.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-25-40_jpeg_jpg.rf.0f6b0ed0e298bcfcf001fcc8e901922c.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-25-42_jpeg_jpg.rf.829a5a92fc15b039380e542401f73eaf.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-26-10_jpeg_jpg.rf.003c4e57dfba070c787e20eb11cbb394.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-26-29_jpeg_jpg.rf.4c40a056785c5fbf70b007d515faa030.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-26-29_jpeg_jpg.rf.913319ca6356fa3142e4a3199e3451bf.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-26-48_jpeg_jpg.rf.7bfa751898db5150a530f2a03546695c.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-26-48_jpeg_jpg.rf.ea92721a951148a1f406cf69b3a26638.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Image-2022-12-05-at-18-27-00_jpeg_jpg.rf.c70650483546a6fbcf4c59d93c59aaed.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-1_jpg.rf.f09c0454a34a4b64b259bd4de3880739.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-2_jpg.rf.155f814a8cc142a0bb8ffe6c53520bf0.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-4_jpg.rf.1d0c880ea6a7c01fd928717cc117602e.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-4_jpg.rf.c52006e533a5010227d987567438fb9b.jpg  \n",
            " extracting: /content/roboflow/test/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-6_jpg.rf.c78c5d25d55031644b78c2de1a63ddb3.jpg  \n",
            " extracting: /content/roboflow/test/images/youtube-21_jpg.rf.7e53bfd3a39c2dde72fe65e1390ec427.jpg  \n",
            " extracting: /content/roboflow/test/images/youtube-21_jpg.rf.eb6cc8fa8c86ebe5b716aca380a5a28b.jpg  \n",
            " extracting: /content/roboflow/test/images/youtube-28_jpg.rf.4b699f840c19aeaaf36435268cf31a58.jpg  \n",
            " extracting: /content/roboflow/test/images/youtube-28_jpg.rf.5a8bea6a8d559aaba4b3a1ab3ca42815.jpg  \n",
            " extracting: /content/roboflow/test/images/youtube-28_jpg.rf.81c472f8824b308c8df34b793162fa2c.jpg  \n",
            " extracting: /content/roboflow/test/images/youtube-29_jpg.rf.2a7b2e2ebd92a9a4b5e93822f179d05c.jpg  \n",
            " extracting: /content/roboflow/test/images/youtube-34_jpg.rf.bafc3e35ba41d770edb57086b6fca089.jpg  \n",
            " extracting: /content/roboflow/test/images/youtube-34_jpg.rf.f12a4c97125843bc1ab94b1e3292c5c1.jpg  \n",
            " extracting: /content/roboflow/test/images/youtube-37_jpg.rf.4956d410eb316c415c72b7d902310161.jpg  \n",
            " extracting: /content/roboflow/test/images/youtube-37_jpg.rf.4cbff4c05a2d31469bec7c78880b8e60.jpg  \n",
            " extracting: /content/roboflow/test/images/youtube-41_jpg.rf.7fad5b95f0a417d36bc2c7e5ae8ae813.jpg  \n",
            " extracting: /content/roboflow/test/images/youtube-42_jpg.rf.55ab98ad4097882f53db8b8376b50409.jpg  \n",
            " extracting: /content/roboflow/test/images/youtube-43_jpg.rf.23eeb733a5fda34c61893c4b5ef52be1.jpg  \n",
            " extracting: /content/roboflow/test/images/youtube-43_jpg.rf.acd51b9abd9ee8c31f4e1244949ff470.jpg  \n",
            " extracting: /content/roboflow/test/images/youtube-44_jpg.rf.a3951c85573174e1eebde7eda89aae23.jpg  \n",
            " extracting: /content/roboflow/test/images/youtube-45_jpg.rf.36825555f9696631a39917976e7e9d46.jpg  \n",
            " extracting: /content/roboflow/test/images/youtube-45_jpg.rf.60fc55b43e2b86ca586fd315808db36e.jpg  \n",
            " extracting: /content/roboflow/test/images/youtube-46_jpg.rf.644c23568328b80dc8549115cdb781b2.jpg  \n",
            " extracting: /content/roboflow/test/images/youtube-52_jpg.rf.3ce5a7ccf76b2d9e2404aae46dfa0c15.jpg  \n",
            " extracting: /content/roboflow/test/images/youtube-53_jpg.rf.d07058db6c1741ac83a1a08e550623f8.jpg  \n",
            " extracting: /content/roboflow/test/images/youtube-54_jpg.rf.3b5ee6884bc8960541d0f25ec6eda596.jpg  \n",
            " extracting: /content/roboflow/test/images/youtube-54_jpg.rf.7aab58c75548ceae24dbd7d99cdaf27f.jpg  \n",
            " extracting: /content/roboflow/test/images/youtube-56_jpg.rf.9edd26e0e83617c95d7b1ae3339fdc43.jpg  \n",
            " extracting: /content/roboflow/test/images/youtube-57_jpg.rf.1d782fb664fbd505d578d1422534c20b.jpg  \n",
            " extracting: /content/roboflow/test/images/youtube-62_jpg.rf.303546eb5a13b31a6a6b90a5decdbe8b.jpg  \n",
            "   creating: /content/roboflow/test/labels/\n",
            "  inflating: /content/roboflow/test/labels/-046E9840-F025-4749-B3AB-19402B34E739-png_jpg.rf.61fb28fc8210dc5a76d27598618bd697.txt  \n",
            "  inflating: /content/roboflow/test/labels/-0ACAD937-70A4-46F0-8E49-0CAE6F942CF2-png_jpg.rf.377f60fc8175ff11e4e7f54cee044177.txt  \n",
            "  inflating: /content/roboflow/test/labels/-1058CFB8-55AA-4270-937C-FAB55C49F17A-png_jpg.rf.a37ca443adb2be52ce2fe75f438fa3bc.txt  \n",
            "  inflating: /content/roboflow/test/labels/-156F82DF-5099-4AEA-8574-19720B40C034-png_jpg.rf.5125e4a224dffbc6e2108adeede2cf5e.txt  \n",
            "  inflating: /content/roboflow/test/labels/-192C4A31-07E9-4438-9D0D-63CF545747C8-png_jpg.rf.0e760b39af1d69108c91b0d57946bc2c.txt  \n",
            "  inflating: /content/roboflow/test/labels/-192C4A31-07E9-4438-9D0D-63CF545747C8-png_jpg.rf.feeeedec703864cce38248b832a211cc.txt  \n",
            "  inflating: /content/roboflow/test/labels/-1D5949D1-5187-454E-8ACC-924AD82CAC9C-png_jpg.rf.4257f1d10bf88337b241f1921985d0c4.txt  \n",
            "  inflating: /content/roboflow/test/labels/-1F999A49-2799-4FBC-811D-D10A165F8B02-png_jpg.rf.a487f7b2ff16dc9d73d9c84613dad77c.txt  \n",
            "  inflating: /content/roboflow/test/labels/-232CA389-A176-4AB7-A513-8D2D5E477CC2-png_jpg.rf.d7ccac6d546af9de32dd80940b1ab765.txt  \n",
            "  inflating: /content/roboflow/test/labels/-23705E7A-1279-43E7-B20A-CE37ADAB61DD-png_jpg.rf.a4bed4bcacfcf0d81e01a9369e93a053.txt  \n",
            " extracting: /content/roboflow/test/labels/-25B75F91-9590-4B9D-A441-755612305E00-png_jpg.rf.56431ad8bdf76ddf844b7cfda9c40d1f.txt  \n",
            "  inflating: /content/roboflow/test/labels/-25B75F91-9590-4B9D-A441-755612305E00-png_jpg.rf.6ee240a2ea74dd1e51dcc2be0fcd11bf.txt  \n",
            "  inflating: /content/roboflow/test/labels/-2CC30CC7-5872-41C8-80F9-549219177A84-png_jpg.rf.db392bcb9efaf29022fe4cfe703284b5.txt  \n",
            "  inflating: /content/roboflow/test/labels/-3571FC71-85E8-4968-8882-3A4B92AC8388-png_jpg.rf.5e5628c6b310ea9f47cf83a7a942a86f.txt  \n",
            "  inflating: /content/roboflow/test/labels/-37EAFDFC-4667-4A10-98F7-3C9FB6EC7912-png_jpg.rf.51074a3c0cf146e837494a2599d4f360.txt  \n",
            "  inflating: /content/roboflow/test/labels/-3947B75C-299F-46E6-84AF-947CB4AE712E-png_jpg.rf.2e8e505f42cbce0ad702b274fe4e198e.txt  \n",
            "  inflating: /content/roboflow/test/labels/-3947B75C-299F-46E6-84AF-947CB4AE712E-png_jpg.rf.abdb52d1d40c78463049869adbb526f4.txt  \n",
            "  inflating: /content/roboflow/test/labels/-394F92E4-59B2-4B85-9170-F782BC3DC244-png_jpg.rf.52101b057dd8fbe4b7c36b3e9c873ee0.txt  \n",
            "  inflating: /content/roboflow/test/labels/-394F92E4-59B2-4B85-9170-F782BC3DC244-png_jpg.rf.56d37e6f971ef7b751489351a7064111.txt  \n",
            "  inflating: /content/roboflow/test/labels/-3B056DBB-3097-4BCB-A38A-F66FA7470A6C-png_jpg.rf.0facdb9cd9493aa19b1ac1f75af9020c.txt  \n",
            "  inflating: /content/roboflow/test/labels/-3B056DBB-3097-4BCB-A38A-F66FA7470A6C-png_jpg.rf.2d2c03372648bdf5bde1229cd0285a7a.txt  \n",
            "  inflating: /content/roboflow/test/labels/-3B056DBB-3097-4BCB-A38A-F66FA7470A6C-png_jpg.rf.ded41c4b1c564e6856d2459cd55a9e13.txt  \n",
            "  inflating: /content/roboflow/test/labels/-3B48CB36-3DE2-4088-B9D1-6F639B60DA9C-png_jpg.rf.f974a4bc8dbd94471f22fa63145c1dfd.txt  \n",
            "  inflating: /content/roboflow/test/labels/-3C5B367D-D054-46F4-A427-80D90258A7B3-png_jpg.rf.1d1e31439a1794dc56ab67bdc8c98d64.txt  \n",
            "  inflating: /content/roboflow/test/labels/-3C5B367D-D054-46F4-A427-80D90258A7B3-png_jpg.rf.2b809265820995be9fb1ba870921fc5f.txt  \n",
            " extracting: /content/roboflow/test/labels/-3C5B367D-D054-46F4-A427-80D90258A7B3-png_jpg.rf.6ed06051054450428d27ffe9c75b3c76.txt  \n",
            " extracting: /content/roboflow/test/labels/-3C5B367D-D054-46F4-A427-80D90258A7B3-png_jpg.rf.81d3156c179aba8c8ef34ff4bfd52805.txt  \n",
            "  inflating: /content/roboflow/test/labels/-3D5128F1-30BE-4617-87D6-DBA1B7BF88DF-png_jpg.rf.c882365de2bbc16924a10368bcc748e2.txt  \n",
            "  inflating: /content/roboflow/test/labels/-410FB936-1128-4721-89DE-79E2F58D3B24-png_jpg.rf.e16929b71b3696fbc65d19de9cf65a2e.txt  \n",
            "  inflating: /content/roboflow/test/labels/-423FE4FB-F3E1-4E8E-8A40-5A99AEF6C353-png_jpg.rf.41f4a2e99f87b9a7609db1d239684562.txt  \n",
            "  inflating: /content/roboflow/test/labels/-431A51B8-216A-4491-8839-72DCD54029AD-png_jpg.rf.adab62e374de3ff5b05a5f26a4eb5b5d.txt  \n",
            "  inflating: /content/roboflow/test/labels/-44DB40B6-D520-4654-A07D-E87A49846F12-png_jpg.rf.1837c6b04f3865fa94d5249c6c0e352f.txt  \n",
            "  inflating: /content/roboflow/test/labels/-465396AA-4CB9-4625-A390-70D9E748937A-png_jpg.rf.5f09698971eb03f7d1e4c23ab8fdccf1.txt  \n",
            "  inflating: /content/roboflow/test/labels/-469593C2-4B3A-4A0B-B78A-24B4A79CCC35-png_jpg.rf.46b612f325b7339b599a23aef13b9c83.txt  \n",
            "  inflating: /content/roboflow/test/labels/-4B741C2C-6B83-4220-B69F-FCD31BA7BD93-png_jpg.rf.bfe1ea045ee1193e0e83809604856ffc.txt  \n",
            "  inflating: /content/roboflow/test/labels/-4B741C2C-6B83-4220-B69F-FCD31BA7BD93-png_jpg.rf.cbb677c4a9c4a38da5861d21373059f4.txt  \n",
            "  inflating: /content/roboflow/test/labels/-4BB97EA4-824F-4351-B178-A426E8AE6051-png_jpg.rf.9401ece81e31821d81676e3c5ebd05f0.txt  \n",
            "  inflating: /content/roboflow/test/labels/-4D888E2B-7F5D-4626-B4FF-E092A163D4B5-png_jpg.rf.ad6e5232f48545094c59aaeed1896de9.txt  \n",
            "  inflating: /content/roboflow/test/labels/-4F8A1012-5719-437F-9811-1CE117CCBC65-png_jpg.rf.3ff470457c60f257e975675cffc433c7.txt  \n",
            "  inflating: /content/roboflow/test/labels/-4F8A1012-5719-437F-9811-1CE117CCBC65-png_jpg.rf.e7ae3a35d241a0a1963e7aa99d3814e8.txt  \n",
            "  inflating: /content/roboflow/test/labels/-52262D73-8B4E-4F06-883D-4C6E2E6ADED2-png_jpg.rf.a436abf122773ee46b252cdfa18b7bef.txt  \n",
            " extracting: /content/roboflow/test/labels/-52D877A5-D9D5-4B8F-848F-E449684E4869-png_jpg.rf.5354b63e0534292d518da4f53bf1238b.txt  \n",
            " extracting: /content/roboflow/test/labels/-531F9D36-6096-4999-B709-28F1E5F38DFE-png_jpg.rf.f73027e6472ff45ab7237cdaa2b64b38.txt  \n",
            "  inflating: /content/roboflow/test/labels/-5399AA20-C3A4-4841-9CA4-0D18DFCA3806-png_jpg.rf.76820755db89801742bff13aa47c64e0.txt  \n",
            " extracting: /content/roboflow/test/labels/-53C40FB0-F866-4F4A-A410-D32C65C75BB4-png_jpg.rf.405e497cac8fcf41f321fa0bc81e170f.txt  \n",
            "  inflating: /content/roboflow/test/labels/-541C6E4C-DEC9-4725-97C0-B773CF5182AB-png_jpg.rf.0cc8853b7611bdb786a1ab628d60c5e0.txt  \n",
            "  inflating: /content/roboflow/test/labels/-56EAA0B9-41EA-46F5-99F9-433F614E42FB-png_jpg.rf.3aa756078edb9b3088d5ea6b481668d5.txt  \n",
            "  inflating: /content/roboflow/test/labels/-56EF2068-CDF4-4068-80A1-E567375D4AE6-png_jpg.rf.10761915a896d1f68df2510abb968270.txt  \n",
            "  inflating: /content/roboflow/test/labels/-56EF2068-CDF4-4068-80A1-E567375D4AE6-png_jpg.rf.2232ca5aa8dafdd8efa4330aed136868.txt  \n",
            "  inflating: /content/roboflow/test/labels/-58A0B6C6-CAE2-41F9-9A9F-6B6E1A4EE492-png_jpg.rf.35dc29ce9ef8b1c7db58ee0f6e439ad2.txt  \n",
            "  inflating: /content/roboflow/test/labels/-58A0B6C6-CAE2-41F9-9A9F-6B6E1A4EE492-png_jpg.rf.af471795765c899114a49d6b30436464.txt  \n",
            "  inflating: /content/roboflow/test/labels/-597DE6B4-F29B-4655-A97B-DBFEE2C995F8-png_jpg.rf.264ddd965279f06170a5f9c01c842824.txt  \n",
            "  inflating: /content/roboflow/test/labels/-597DE6B4-F29B-4655-A97B-DBFEE2C995F8-png_jpg.rf.e1ecd9f522820728e0f6fd7b99c63ca0.txt  \n",
            "  inflating: /content/roboflow/test/labels/-59D02DDC-DB49-41DA-8B1F-33712FDE8CEE-png_jpg.rf.0221361512f857eab1ce13e4b478592f.txt  \n",
            "  inflating: /content/roboflow/test/labels/-5AD2C6FA-9814-4CB1-822E-3A617443C49E-png_jpg.rf.1555bc56a972f8e8b08cdaaa09d26e15.txt  \n",
            "  inflating: /content/roboflow/test/labels/-5AD2C6FA-9814-4CB1-822E-3A617443C49E-png_jpg.rf.2a36a9ce7ddafac2ed9123a6ce38a1ea.txt  \n",
            "  inflating: /content/roboflow/test/labels/-5AD2C6FA-9814-4CB1-822E-3A617443C49E-png_jpg.rf.787fd1cc032fe2a08ac82230b394e809.txt  \n",
            "  inflating: /content/roboflow/test/labels/-5BB5033D-F96D-4681-808D-9BCBE7C2221E-png_jpg.rf.9f39173aba22d25d85429ff30c33bd48.txt  \n",
            "  inflating: /content/roboflow/test/labels/-5BCD3433-D1A0-436B-B906-4809400FC43E-png_jpg.rf.5092e894c07d294400c5fed275998a83.txt  \n",
            "  inflating: /content/roboflow/test/labels/-5C9472C7-6F7B-45B6-A2F4-0CE739421A98-png_jpg.rf.0748f9f639f84e93e7f538bc35206e18.txt  \n",
            "  inflating: /content/roboflow/test/labels/-5D890027-73FC-42D9-B3D5-2ED473A73B66-png_jpg.rf.1b93bc950ee29799a79e20b20b4bce37.txt  \n",
            "  inflating: /content/roboflow/test/labels/-5DB86A4E-D64A-4032-ACF4-957B38D438C9-png_jpg.rf.e4f22ea1c5d2eef81171392228197058.txt  \n",
            "  inflating: /content/roboflow/test/labels/-5E037376-5D27-4953-9841-0083E8D06D0B-png_jpg.rf.ec30c26a2f363e6de8c56b6ee6d74ffc.txt  \n",
            "  inflating: /content/roboflow/test/labels/-5E492592-1503-4FFB-A59A-7C84C8FB58C8-png_jpg.rf.40fdee27317d7278b5a6d9171ca8421c.txt  \n",
            " extracting: /content/roboflow/test/labels/-5E69D234-D9EE-4A15-ABEB-52BA04828890-png_jpg.rf.4adab1c957ea40b04716062161d94b93.txt  \n",
            " extracting: /content/roboflow/test/labels/-5E69D234-D9EE-4A15-ABEB-52BA04828890-png_jpg.rf.4bce9d59cc12845a1dcd5e8db64fff7c.txt  \n",
            "  inflating: /content/roboflow/test/labels/-5F381E05-B9B8-4054-8444-EFE81AA4B78C-png_jpg.rf.0b2654b5f008b21d6adc9052dce41c0d.txt  \n",
            "  inflating: /content/roboflow/test/labels/-5F381E05-B9B8-4054-8444-EFE81AA4B78C-png_jpg.rf.d96cc3881b4cc03c7c52fa6abddd3aa3.txt  \n",
            "  inflating: /content/roboflow/test/labels/-608B1B77-EBBE-4E69-AB2F-13A3A5ED4C39-png_jpg.rf.329bb51c5c80fbb3f513e9878ad46316.txt  \n",
            "  inflating: /content/roboflow/test/labels/-62DA7C7D-C50D-40A7-87D1-DB8633F1F29D-png_jpg.rf.88eb7414660ff44b195aaf6cb0207ec4.txt  \n",
            "  inflating: /content/roboflow/test/labels/-62DA7C7D-C50D-40A7-87D1-DB8633F1F29D-png_jpg.rf.abc505bfcefb45234fe78add66086ea7.txt  \n",
            "  inflating: /content/roboflow/test/labels/-62DA7C7D-C50D-40A7-87D1-DB8633F1F29D-png_jpg.rf.da6ac526c7b50bdd2f2a2b4f9419335b.txt  \n",
            "  inflating: /content/roboflow/test/labels/-63A3759B-1595-4A66-BB62-1E7F580BA753-png_jpg.rf.d27fd54be3e615e4489e92fea2f79e69.txt  \n",
            "  inflating: /content/roboflow/test/labels/-B3FF9CBC-6C9F-4BDD-B814-790723E32E98-png_jpg.rf.19a62573ce535d1436d06cba00f99c01.txt  \n",
            "  inflating: /content/roboflow/test/labels/-B3FF9CBC-6C9F-4BDD-B814-790723E32E98-png_jpg.rf.ab89462ccb9f13f0fb11bf2c75ea95ed.txt  \n",
            "  inflating: /content/roboflow/test/labels/-B4C05A41-CD1A-4081-9609-EEFF67F464BE-png_jpg.rf.8a865b4bd1932fb9e06f4d6a00d863a0.txt  \n",
            "  inflating: /content/roboflow/test/labels/-B545A484-7AEC-4211-AE64-92650557307F-png_jpg.rf.85a27996ae678e77981a7b92fedfad41.txt  \n",
            "  inflating: /content/roboflow/test/labels/-B8116B0D-7D32-4C4A-9F5D-D72766C72DB5-png_jpg.rf.f0e790c81c46ccd2d442d012c9fd8ae2.txt  \n",
            "  inflating: /content/roboflow/test/labels/-B9AA9C0E-404F-4AB4-B015-183269CB4261-png_jpg.rf.49402a04e4e7366292786e964de5b6aa.txt  \n",
            "  inflating: /content/roboflow/test/labels/-B9AA9C0E-404F-4AB4-B015-183269CB4261-png_jpg.rf.68cadd467444ef56bcba2bf7a57de4d7.txt  \n",
            "  inflating: /content/roboflow/test/labels/-BAAC60D7-E665-4186-BAA3-B3E20F8D397C-png_jpg.rf.1e1b9dd3c11a86355ced8a62341a5bc7.txt  \n",
            "  inflating: /content/roboflow/test/labels/-BBC6D213-1075-48CE-B772-FDD44F34A3E7-png_jpg.rf.970bb7e4c4287853230a05456a09fa53.txt  \n",
            "  inflating: /content/roboflow/test/labels/-BBC6D213-1075-48CE-B772-FDD44F34A3E7-png_jpg.rf.e381d0af5b101a07e1074e7f70147eb4.txt  \n",
            "  inflating: /content/roboflow/test/labels/-BC165CAD-1004-4A38-B8A5-0E25AC65AAC9-png_jpg.rf.a0e35e2f76e20b023a4f1694347c7a23.txt  \n",
            "  inflating: /content/roboflow/test/labels/-BD23F506-8DE9-4C71-B79A-585BF30E68A5-png_jpg.rf.94c8241e0a1e0ba6212af97dc69635ac.txt  \n",
            "  inflating: /content/roboflow/test/labels/-BD499523-8602-4C68-8E63-FCE23A82AA16-png_jpg.rf.935bad39e0092fa96efdb865d4ca0a52.txt  \n",
            "  inflating: /content/roboflow/test/labels/-BE412F80-6FDD-4522-8C6B-D26DA55927F5-png_jpg.rf.227a3dfd2f0e0afe6fb6067afd8b2195.txt  \n",
            "  inflating: /content/roboflow/test/labels/-BE412F80-6FDD-4522-8C6B-D26DA55927F5-png_jpg.rf.999a7de55193421a17e7d5234bd7a8f1.txt  \n",
            "  inflating: /content/roboflow/test/labels/-C0A680DB-DB9F-47C7-BE3B-74E6A294E203-png_jpg.rf.924a0f32ea45e63df2d4707140c87469.txt  \n",
            "  inflating: /content/roboflow/test/labels/-C2D8DECE-2C51-4217-9B45-88F76CBC1D6C-png_jpg.rf.f6173d0e8fd51ae4adf618dd0140c29c.txt  \n",
            "  inflating: /content/roboflow/test/labels/-C2DEBBE3-7D35-4B32-8AC1-D9271147FDB7-png_jpg.rf.965e62061ba3711b622e3ce8655b672a.txt  \n",
            "  inflating: /content/roboflow/test/labels/-C2DEBBE3-7D35-4B32-8AC1-D9271147FDB7-png_jpg.rf.d2ee829b2bcc72dbcfd09939f6d72d35.txt  \n",
            "  inflating: /content/roboflow/test/labels/-C8A077AE-C474-4AAB-A0E4-24F4F9266447-png_jpg.rf.3e2f30bbd22405d6e374aafd351c7dac.txt  \n",
            "  inflating: /content/roboflow/test/labels/-C8A077AE-C474-4AAB-A0E4-24F4F9266447-png_jpg.rf.e019dd114e67d9aadf8f3f5488e9cd26.txt  \n",
            "  inflating: /content/roboflow/test/labels/-C94776E1-EF34-4408-A9D3-69BE388FC761-png_jpg.rf.18bd800e47548951d4f9a7cacf8d2d26.txt  \n",
            "  inflating: /content/roboflow/test/labels/-C96EB60C-375E-476D-8D20-3643A20C26B5-png_jpg.rf.ebd2f1909610d441f7a5f47fc27a0669.txt  \n",
            "  inflating: /content/roboflow/test/labels/-CB279B0A-743F-4855-AE98-C9A9D0E40A22-png_jpg.rf.935f4c3eb7be208ee8f0afa8db38b030.txt  \n",
            "  inflating: /content/roboflow/test/labels/-CF2B7A09-EC0C-4B1D-BDA5-7FD52B39F0F8-png_jpg.rf.2e2407a28846342f4507602310976c42.txt  \n",
            "  inflating: /content/roboflow/test/labels/-CFB928D0-84D7-4021-B542-4F3E73E475AE-png_jpg.rf.24a1e7ac8bf2b827526608b5e0ff8f86.txt  \n",
            "  inflating: /content/roboflow/test/labels/-D033F88A-8CE6-40D3-9005-E2697DC83F11-png_jpg.rf.5ff3284612d98a72723fd0cd75df9c78.txt  \n",
            "  inflating: /content/roboflow/test/labels/-D2C63838-6966-45B0-99FF-C22521BF9149-png_jpg.rf.197836c6b154e7b1f88fd54fe96772a1.txt  \n",
            "  inflating: /content/roboflow/test/labels/-D3D7864A-309B-4CE0-B18F-3CAC8DFD86D4-png_jpg.rf.4db1a8afed416996f22cb8ebb8a2d5ed.txt  \n",
            " extracting: /content/roboflow/test/labels/-D3ED54BD-094A-471D-A8A9-C1A7B3262064-png_jpg.rf.62cdd654f6c3a68ddb2744599344d5c5.txt  \n",
            "  inflating: /content/roboflow/test/labels/-D72F756C-74EB-4144-8B6B-12F9757EDCE5-png_jpg.rf.f062c891ef5b81a005ff8bc952d06805.txt  \n",
            "  inflating: /content/roboflow/test/labels/-DA921E8A-7BF2-44DE-AD8F-0C17D388AABD-png_jpg.rf.b8ceccdf8d60f5e258cb6fcc22f43a35.txt  \n",
            "  inflating: /content/roboflow/test/labels/-E0F2527D-3B61-4274-8655-B807876330E9-png_jpg.rf.57ae6ae30fa6f3f8d0b6b120206783bc.txt  \n",
            "  inflating: /content/roboflow/test/labels/-E169C681-EEF4-4F14-8884-D6C35F9A4005-png_jpg.rf.072ea7b9d84074238a5869ad920aff7c.txt  \n",
            "  inflating: /content/roboflow/test/labels/-E39DE576-0BDF-4674-9CCE-4780BD8A5744-png_jpg.rf.83a6b6ecb20328300b08162ef7b3a3c1.txt  \n",
            "  inflating: /content/roboflow/test/labels/-E4E37ACE-EAB9-4F03-8279-813B05F79336-png_jpg.rf.9cdd0bbf0b4325e182ea5f259a750227.txt  \n",
            "  inflating: /content/roboflow/test/labels/-E4E37ACE-EAB9-4F03-8279-813B05F79336-png_jpg.rf.e0df9ee8914dca14e98bc5b257cd0c54.txt  \n",
            "  inflating: /content/roboflow/test/labels/-F6C8BDBB-4AF8-454C-9460-BB89186D193C-png_jpg.rf.0bea18be7df7df6e23e9d1349b79954f.txt  \n",
            "  inflating: /content/roboflow/test/labels/-FFB52469-E780-47C4-887D-EEAD0226DDE5-png_jpg.rf.a78347fbfee869008ae65f4735db404d.txt  \n",
            "  inflating: /content/roboflow/test/labels/14_jpeg_jpg.rf.92bc10c534a3b3c8fbe7c18abe5957d2.txt  \n",
            "  inflating: /content/roboflow/test/labels/14_jpeg_jpg.rf.c6c134109b8ffb6905e3a1ea8e9c9e70.txt  \n",
            "  inflating: /content/roboflow/test/labels/19_jpeg_jpg.rf.ce98753395bd1693675c8320b3d3e8e0.txt  \n",
            " extracting: /content/roboflow/test/labels/2_jpeg_jpg.rf.a32c30cbaaa991a8689e72a96c8eb234.txt  \n",
            "  inflating: /content/roboflow/test/labels/6_jpeg_jpg.rf.6907f5916b906c9d4ae84ce32074d461.txt  \n",
            "  inflating: /content/roboflow/test/labels/7_jpeg_jpg.rf.965a80859ac9b65312b7c88cc5005302.txt  \n",
            "  inflating: /content/roboflow/test/labels/8_jpeg_jpg.rf.1cd706471d5e79d0909a6b38668ca3df.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-16-29_jpeg_jpg.rf.36114a25e85d4f5e2458db7e5e1518ff.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-16-29_jpeg_jpg.rf.53dbd2863ea09738c8c88a53fc1d1b3a.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-16-29_jpeg_jpg.rf.c5af0181bf8b7c13a8931453a9858448.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-16-39_jpeg_jpg.rf.380f3340bdd6a17a52321467e960bb12.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-16-45_jpeg_jpg.rf.694b41cf2c4b381f3d53165fbe34f5c3.txt  \n",
            " extracting: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-16-49_jpeg_jpg.rf.5070f7685152112d636f153a3dee5544.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-16-49_jpeg_jpg.rf.86bde39fc91b524569f0fa7f1adc35cd.txt  \n",
            " extracting: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-16-49_jpeg_jpg.rf.eac320baf424118e6b0dbac404c9198a.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-17-00_jpeg_jpg.rf.04fb90236988c680076b4e1593e8c4e1.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-17-08_jpeg_jpg.rf.1053e7e14d2370b0bafda51ba52ddf14.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-17-36_jpeg_jpg.rf.8042e5ce641a4060d9215f8f719c9f93.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-18-22_jpeg_jpg.rf.0ea99715ad3c60130b61e05e286e01cf.txt  \n",
            " extracting: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-18-22_jpeg_jpg.rf.7c88aada4fd2a29327818c55d1065367.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-18-22_jpeg_jpg.rf.ec8e1bb3e917f81742853f30504519f3.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-18-28_jpeg_jpg.rf.db97c889fb062d9addca594068da7f22.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-21-15_jpeg_jpg.rf.31f04d0fd496135288205367f3dc37f0.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-21-16_jpeg_jpg.rf.904af5df7a037e304eaaadb2ca804266.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-21-58_jpeg_jpg.rf.2508de9e57e18ef73d38c9f2130a5942.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-21-58_jpeg_jpg.rf.9f6892034280b285a0f8276fe9ed44d5.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-22-11_jpeg_jpg.rf.3c63e2b5636588dfa77679aed9cd5f19.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-22-11_jpeg_jpg.rf.99a1abf372053d149841bd029fa97f03.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-22-24_jpeg_jpg.rf.ff784439162865d6b430ca8e238e8a87.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-22-52_jpeg_jpg.rf.633a5f8059ce8214cc8481b6dfa41ff2.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-22-52_jpeg_jpg.rf.724bc11d36dd5bbad5eafecfb1d692b9.txt  \n",
            " extracting: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-22-59_jpeg_jpg.rf.8843c692513f0906575fd3ff58ab520e.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-23-14_jpeg_jpg.rf.b1490b3fc9f131cebd56308a1161427c.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-23-14_jpeg_jpg.rf.dcdab15d0e7dcc57a91d48328b381d6e.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-23-15_jpeg_jpg.rf.145ea8588da0f8b785b21d8bfde12926.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-25-07_jpeg_jpg.rf.39f2f0aeaf22152edbb54da876253403.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-25-08_jpeg_jpg.rf.c2efb40dbc9d404e9d2f2757047c2aa8.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-25-08_jpeg_jpg.rf.f9d09f12590588a85c73e240a2a57eae.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-25-40_jpeg_jpg.rf.0f6b0ed0e298bcfcf001fcc8e901922c.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-25-42_jpeg_jpg.rf.829a5a92fc15b039380e542401f73eaf.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-26-10_jpeg_jpg.rf.003c4e57dfba070c787e20eb11cbb394.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-26-29_jpeg_jpg.rf.4c40a056785c5fbf70b007d515faa030.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-26-29_jpeg_jpg.rf.913319ca6356fa3142e4a3199e3451bf.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-26-48_jpeg_jpg.rf.7bfa751898db5150a530f2a03546695c.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-26-48_jpeg_jpg.rf.ea92721a951148a1f406cf69b3a26638.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Image-2022-12-05-at-18-27-00_jpeg_jpg.rf.c70650483546a6fbcf4c59d93c59aaed.txt  \n",
            " extracting: /content/roboflow/test/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-1_jpg.rf.f09c0454a34a4b64b259bd4de3880739.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-2_jpg.rf.155f814a8cc142a0bb8ffe6c53520bf0.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-4_jpg.rf.1d0c880ea6a7c01fd928717cc117602e.txt  \n",
            "  inflating: /content/roboflow/test/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-4_jpg.rf.c52006e533a5010227d987567438fb9b.txt  \n",
            " extracting: /content/roboflow/test/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-6_jpg.rf.c78c5d25d55031644b78c2de1a63ddb3.txt  \n",
            "  inflating: /content/roboflow/test/labels/youtube-21_jpg.rf.7e53bfd3a39c2dde72fe65e1390ec427.txt  \n",
            "  inflating: /content/roboflow/test/labels/youtube-21_jpg.rf.eb6cc8fa8c86ebe5b716aca380a5a28b.txt  \n",
            "  inflating: /content/roboflow/test/labels/youtube-28_jpg.rf.4b699f840c19aeaaf36435268cf31a58.txt  \n",
            "  inflating: /content/roboflow/test/labels/youtube-28_jpg.rf.5a8bea6a8d559aaba4b3a1ab3ca42815.txt  \n",
            "  inflating: /content/roboflow/test/labels/youtube-28_jpg.rf.81c472f8824b308c8df34b793162fa2c.txt  \n",
            "  inflating: /content/roboflow/test/labels/youtube-29_jpg.rf.2a7b2e2ebd92a9a4b5e93822f179d05c.txt  \n",
            "  inflating: /content/roboflow/test/labels/youtube-34_jpg.rf.bafc3e35ba41d770edb57086b6fca089.txt  \n",
            "  inflating: /content/roboflow/test/labels/youtube-34_jpg.rf.f12a4c97125843bc1ab94b1e3292c5c1.txt  \n",
            " extracting: /content/roboflow/test/labels/youtube-37_jpg.rf.4956d410eb316c415c72b7d902310161.txt  \n",
            "  inflating: /content/roboflow/test/labels/youtube-37_jpg.rf.4cbff4c05a2d31469bec7c78880b8e60.txt  \n",
            "  inflating: /content/roboflow/test/labels/youtube-41_jpg.rf.7fad5b95f0a417d36bc2c7e5ae8ae813.txt  \n",
            "  inflating: /content/roboflow/test/labels/youtube-42_jpg.rf.55ab98ad4097882f53db8b8376b50409.txt  \n",
            "  inflating: /content/roboflow/test/labels/youtube-43_jpg.rf.23eeb733a5fda34c61893c4b5ef52be1.txt  \n",
            "  inflating: /content/roboflow/test/labels/youtube-43_jpg.rf.acd51b9abd9ee8c31f4e1244949ff470.txt  \n",
            " extracting: /content/roboflow/test/labels/youtube-44_jpg.rf.a3951c85573174e1eebde7eda89aae23.txt  \n",
            "  inflating: /content/roboflow/test/labels/youtube-45_jpg.rf.36825555f9696631a39917976e7e9d46.txt  \n",
            "  inflating: /content/roboflow/test/labels/youtube-45_jpg.rf.60fc55b43e2b86ca586fd315808db36e.txt  \n",
            "  inflating: /content/roboflow/test/labels/youtube-46_jpg.rf.644c23568328b80dc8549115cdb781b2.txt  \n",
            "  inflating: /content/roboflow/test/labels/youtube-52_jpg.rf.3ce5a7ccf76b2d9e2404aae46dfa0c15.txt  \n",
            "  inflating: /content/roboflow/test/labels/youtube-53_jpg.rf.d07058db6c1741ac83a1a08e550623f8.txt  \n",
            "  inflating: /content/roboflow/test/labels/youtube-54_jpg.rf.3b5ee6884bc8960541d0f25ec6eda596.txt  \n",
            "  inflating: /content/roboflow/test/labels/youtube-54_jpg.rf.7aab58c75548ceae24dbd7d99cdaf27f.txt  \n",
            "  inflating: /content/roboflow/test/labels/youtube-56_jpg.rf.9edd26e0e83617c95d7b1ae3339fdc43.txt  \n",
            "  inflating: /content/roboflow/test/labels/youtube-57_jpg.rf.1d782fb664fbd505d578d1422534c20b.txt  \n",
            "  inflating: /content/roboflow/test/labels/youtube-62_jpg.rf.303546eb5a13b31a6a6b90a5decdbe8b.txt  \n",
            "   creating: /content/roboflow/train/\n",
            "   creating: /content/roboflow/train/images/\n",
            " extracting: /content/roboflow/train/images/-0378D390-5AE2-4D09-84BB-387E850F5E5A-png_jpg.rf.30edf0c9e428b3c1ed7d4869e92a71f9.jpg  \n",
            " extracting: /content/roboflow/train/images/-0378D390-5AE2-4D09-84BB-387E850F5E5A-png_jpg.rf.4a9ea8d7242b6b419f23b945f5ae14db.jpg  \n",
            " extracting: /content/roboflow/train/images/-0378D390-5AE2-4D09-84BB-387E850F5E5A-png_jpg.rf.5304a4ab0974f186c6ccc08cd5e1c6fc.jpg  \n",
            " extracting: /content/roboflow/train/images/-0378D390-5AE2-4D09-84BB-387E850F5E5A-png_jpg.rf.a1e18f1909aba143bd70a653f6fa2a84.jpg  \n",
            " extracting: /content/roboflow/train/images/-0378D390-5AE2-4D09-84BB-387E850F5E5A-png_jpg.rf.efbfeae0f3ea12bdd64d2ef88d20042a.jpg  \n",
            " extracting: /content/roboflow/train/images/-0378D390-5AE2-4D09-84BB-387E850F5E5A-png_jpg.rf.f196cf9e6987c7bc0b0052e11ad36a71.jpg  \n",
            " extracting: /content/roboflow/train/images/-0378D390-5AE2-4D09-84BB-387E850F5E5A-png_jpg.rf.fedfb1a317edc66d9dfe3cd815af7084.jpg  \n",
            " extracting: /content/roboflow/train/images/-046E9840-F025-4749-B3AB-19402B34E739-png_jpg.rf.aa3cc09f348eb010792d812f395a9827.jpg  \n",
            " extracting: /content/roboflow/train/images/-046E9840-F025-4749-B3AB-19402B34E739-png_jpg.rf.bf82093121d64d1dab63b1dfdf4d259e.jpg  \n",
            " extracting: /content/roboflow/train/images/-0471C451-8CA5-4CEA-8EFD-3B0F147BF4B7-png_jpg.rf.9c134240733eefe23b8278ff1f3c2b98.jpg  \n",
            " extracting: /content/roboflow/train/images/-0471C451-8CA5-4CEA-8EFD-3B0F147BF4B7-png_jpg.rf.c90ca1d619ceaf3628d6ab844313e217.jpg  \n",
            " extracting: /content/roboflow/train/images/-0585CFA0-7CD6-45D3-B7EB-1A109425F90D-png_jpg.rf.7156575f0eb2166e1d52039c918a1ce0.jpg  \n",
            " extracting: /content/roboflow/train/images/-0ACAD937-70A4-46F0-8E49-0CAE6F942CF2-png_jpg.rf.43b92d7847f21666ffa7acbf33e8df18.jpg  \n",
            " extracting: /content/roboflow/train/images/-0ACAD937-70A4-46F0-8E49-0CAE6F942CF2-png_jpg.rf.8d2a4006502bbf192a6cb1723ad92f98.jpg  \n",
            " extracting: /content/roboflow/train/images/-0AE13AAD-2BD5-490E-B245-D51927B1EBBC-png_jpg.rf.9a2635c991c70616ec25757631d94ac0.jpg  \n",
            " extracting: /content/roboflow/train/images/-0AE13AAD-2BD5-490E-B245-D51927B1EBBC-png_jpg.rf.e2d97564c3f5584bd5e66b4d1be59faf.jpg  \n",
            " extracting: /content/roboflow/train/images/-0B43DB53-2377-4D6D-B5B8-60CBBAB90F88-png_jpg.rf.cf9f58fbe1992bea8d353c84b7e9696d.jpg  \n",
            " extracting: /content/roboflow/train/images/-0C60C602-CF70-4679-BB4E-5A1CA33EF472-png_jpg.rf.19e87fb944b8ce18022d23b2b6d07562.jpg  \n",
            " extracting: /content/roboflow/train/images/-0D39FCF1-152A-4C52-A0F2-64670E54DB6D-png_jpg.rf.9b0282f483cf4ecc8c348760b76bb3c1.jpg  \n",
            " extracting: /content/roboflow/train/images/-0D39FCF1-152A-4C52-A0F2-64670E54DB6D-png_jpg.rf.d173b3ad5b6d4ece3da73d7ad3754ae4.jpg  \n",
            " extracting: /content/roboflow/train/images/-0DEDC30B-FD9A-4A41-ABC0-DBEDE7C1C712-png_jpg.rf.1fdd17e5c69c44bc40bd64e0e9576f68.jpg  \n",
            " extracting: /content/roboflow/train/images/-101F7188-06B4-4FC2-B9FF-123C60B06606-png_jpg.rf.ca8e74713308416e0f16f9dec761e8a2.jpg  \n",
            " extracting: /content/roboflow/train/images/-1058CFB8-55AA-4270-937C-FAB55C49F17A-png_jpg.rf.264528707e6ce02c4b6d8900e3cb7b46.jpg  \n",
            " extracting: /content/roboflow/train/images/-1058CFB8-55AA-4270-937C-FAB55C49F17A-png_jpg.rf.3956e8d2192f1c945c06766955789cbe.jpg  \n",
            " extracting: /content/roboflow/train/images/-1058CFB8-55AA-4270-937C-FAB55C49F17A-png_jpg.rf.4380f2a2c571bc9b7028735986c849ed.jpg  \n",
            " extracting: /content/roboflow/train/images/-1058CFB8-55AA-4270-937C-FAB55C49F17A-png_jpg.rf.53364d853478b0f00244b48b645064aa.jpg  \n",
            " extracting: /content/roboflow/train/images/-1058CFB8-55AA-4270-937C-FAB55C49F17A-png_jpg.rf.61e8e1efef44b269f2291fdfe72d0873.jpg  \n",
            " extracting: /content/roboflow/train/images/-1058CFB8-55AA-4270-937C-FAB55C49F17A-png_jpg.rf.df905185f42d464a91d43db205649929.jpg  \n",
            " extracting: /content/roboflow/train/images/-1121F9BD-6C24-47D6-937E-DC2AB1906098-png_jpg.rf.01d67abb4d2a408dd1f99c0020d45c6d.jpg  \n",
            " extracting: /content/roboflow/train/images/-1121F9BD-6C24-47D6-937E-DC2AB1906098-png_jpg.rf.59cc4deaa3649d011515480602940a66.jpg  \n",
            " extracting: /content/roboflow/train/images/-11F0AF93-D3D0-4415-A4A0-B3430EA0886B-png_jpg.rf.9607c3d091e21e487c583a96c56abd77.jpg  \n",
            " extracting: /content/roboflow/train/images/-11F0AF93-D3D0-4415-A4A0-B3430EA0886B-png_jpg.rf.d6187ee56df7f6faf6c9b0450bc3ee8e.jpg  \n",
            " extracting: /content/roboflow/train/images/-11F0AF93-D3D0-4415-A4A0-B3430EA0886B-png_jpg.rf.fca34359b643c7df0ba07c77a1728445.jpg  \n",
            " extracting: /content/roboflow/train/images/-12D2734F-0757-4B08-9819-D3704009B312-png_jpg.rf.2167f6dbe2c7027577309295f257f745.jpg  \n",
            " extracting: /content/roboflow/train/images/-12D2734F-0757-4B08-9819-D3704009B312-png_jpg.rf.b7a1dc0d1756628158e9eccc0934a04d.jpg  \n",
            " extracting: /content/roboflow/train/images/-12D2734F-0757-4B08-9819-D3704009B312-png_jpg.rf.dc16d0603395e1723008f06373c69971.jpg  \n",
            " extracting: /content/roboflow/train/images/-152B35A7-2687-4126-B46B-5382319E7A3C-png_jpg.rf.3168ee53df56b28d2820cbf58d72535a.jpg  \n",
            " extracting: /content/roboflow/train/images/-156F82DF-5099-4AEA-8574-19720B40C034-png_jpg.rf.55ed875a4dccfb4a0954ab069e5b9865.jpg  \n",
            " extracting: /content/roboflow/train/images/-156F82DF-5099-4AEA-8574-19720B40C034-png_jpg.rf.5b3810d70835ea44f3db0b53b6d9099a.jpg  \n",
            " extracting: /content/roboflow/train/images/-156F82DF-5099-4AEA-8574-19720B40C034-png_jpg.rf.f28dd8c04409a37fe0b2b0beef8849f8.jpg  \n",
            " extracting: /content/roboflow/train/images/-15F66BCC-7D1B-4C04-82EF-C560EC4C612E-png_jpg.rf.a8322a916c058517509b89a7d3e5c467.jpg  \n",
            " extracting: /content/roboflow/train/images/-18994A3D-5086-4626-9746-C209358A65CC-png_jpg.rf.071677c725c7904921b95b1845c57bc8.jpg  \n",
            " extracting: /content/roboflow/train/images/-18994A3D-5086-4626-9746-C209358A65CC-png_jpg.rf.6fde44bb4fbe9acb9dca12ca8b7c2c03.jpg  \n",
            " extracting: /content/roboflow/train/images/-18994A3D-5086-4626-9746-C209358A65CC-png_jpg.rf.d3f38ce455f9d0c427386c568619205d.jpg  \n",
            " extracting: /content/roboflow/train/images/-192C4A31-07E9-4438-9D0D-63CF545747C8-png_jpg.rf.3378257ae3ad20260f47da8f874f45cf.jpg  \n",
            " extracting: /content/roboflow/train/images/-192C4A31-07E9-4438-9D0D-63CF545747C8-png_jpg.rf.ac4935d0a0e2ed19671dccadc8671b87.jpg  \n",
            " extracting: /content/roboflow/train/images/-192C4A31-07E9-4438-9D0D-63CF545747C8-png_jpg.rf.ca6ac2f74867a2109d99645d8192add5.jpg  \n",
            " extracting: /content/roboflow/train/images/-192C4A31-07E9-4438-9D0D-63CF545747C8-png_jpg.rf.cd4e0fae7e4d15aca441a363b4ce9144.jpg  \n",
            " extracting: /content/roboflow/train/images/-1AED8217-3B98-4458-83DD-32F5CA3851FF-png_jpg.rf.04ecfd627e649fa84b657304b983e3bd.jpg  \n",
            " extracting: /content/roboflow/train/images/-1AED8217-3B98-4458-83DD-32F5CA3851FF-png_jpg.rf.37bd0b1d9577ea1aa08c4c7324168660.jpg  \n",
            " extracting: /content/roboflow/train/images/-1AED8217-3B98-4458-83DD-32F5CA3851FF-png_jpg.rf.f0c5f98c2e4156ba92b7a71512b7440c.jpg  \n",
            " extracting: /content/roboflow/train/images/-1D5949D1-5187-454E-8ACC-924AD82CAC9C-png_jpg.rf.7d469845f0929208aff88c967ee14c89.jpg  \n",
            " extracting: /content/roboflow/train/images/-1D5949D1-5187-454E-8ACC-924AD82CAC9C-png_jpg.rf.969e842d92d758e00b7dfea2ddcb5c90.jpg  \n",
            " extracting: /content/roboflow/train/images/-1D5949D1-5187-454E-8ACC-924AD82CAC9C-png_jpg.rf.c2abb3e7b2b743718d19b1b1a25245b4.jpg  \n",
            " extracting: /content/roboflow/train/images/-1EE5CA55-C89F-4985-8D4E-A56DBD1A1E96-png_jpg.rf.0966802332a77e307ab6ed6c316a2ba9.jpg  \n",
            " extracting: /content/roboflow/train/images/-1EE5CA55-C89F-4985-8D4E-A56DBD1A1E96-png_jpg.rf.458a4111be2dcd660c4ecfc3d798cc56.jpg  \n",
            " extracting: /content/roboflow/train/images/-1EE5CA55-C89F-4985-8D4E-A56DBD1A1E96-png_jpg.rf.dded47d3cad3d71f599088e64bc0ed32.jpg  \n",
            " extracting: /content/roboflow/train/images/-1EE5CA55-C89F-4985-8D4E-A56DBD1A1E96-png_jpg.rf.e95ece19bf5aa625ebfca8fd119bcad4.jpg  \n",
            " extracting: /content/roboflow/train/images/-1F999A49-2799-4FBC-811D-D10A165F8B02-png_jpg.rf.2b504028a9fe34b8debf39b43041ff0b.jpg  \n",
            " extracting: /content/roboflow/train/images/-1F999A49-2799-4FBC-811D-D10A165F8B02-png_jpg.rf.48217bbb092da4839e852c8b66d9e7db.jpg  \n",
            " extracting: /content/roboflow/train/images/-1F999A49-2799-4FBC-811D-D10A165F8B02-png_jpg.rf.6efc8408930d1675b96895cde8995b08.jpg  \n",
            " extracting: /content/roboflow/train/images/-1F999A49-2799-4FBC-811D-D10A165F8B02-png_jpg.rf.fd5ddf93a6a9b7fafd1b920f9a0bf7f7.jpg  \n",
            " extracting: /content/roboflow/train/images/-20370F09-C43F-47FF-AEDD-1508B10C5D42-png_jpg.rf.a14882c4e8aea4d3d1fd60c6a62b43c4.jpg  \n",
            " extracting: /content/roboflow/train/images/-20370F09-C43F-47FF-AEDD-1508B10C5D42-png_jpg.rf.e88fe2f0ace6aefe406dc3dc38562bf2.jpg  \n",
            " extracting: /content/roboflow/train/images/-2229E395-534F-4F69-9F9B-80628BD8D5AC-png_jpg.rf.ed8df591813ef7e7ffe25bdd3bf6167b.jpg  \n",
            " extracting: /content/roboflow/train/images/-232CA389-A176-4AB7-A513-8D2D5E477CC2-png_jpg.rf.2a43dc64e41ba3a8502983fe86d9a242.jpg  \n",
            " extracting: /content/roboflow/train/images/-232CA389-A176-4AB7-A513-8D2D5E477CC2-png_jpg.rf.c136662cd76fa64d91450ac5bee80053.jpg  \n",
            " extracting: /content/roboflow/train/images/-232CA389-A176-4AB7-A513-8D2D5E477CC2-png_jpg.rf.ce5eeef9e5cb17dcd65844e41553b1dd.jpg  \n",
            " extracting: /content/roboflow/train/images/-232F1AAC-99B4-4968-8EF1-6B89C021BE11-png_jpg.rf.30476f15ab19b0534ad1fb07afff2a39.jpg  \n",
            " extracting: /content/roboflow/train/images/-232F1AAC-99B4-4968-8EF1-6B89C021BE11-png_jpg.rf.87710b61c36fc521da0306f0c7d2f7a5.jpg  \n",
            " extracting: /content/roboflow/train/images/-23705E7A-1279-43E7-B20A-CE37ADAB61DD-png_jpg.rf.0e1ecc6142bffebe2794f5fb4475d119.jpg  \n",
            " extracting: /content/roboflow/train/images/-23705E7A-1279-43E7-B20A-CE37ADAB61DD-png_jpg.rf.a967eb3f6309464e7b5c3415bddb3061.jpg  \n",
            " extracting: /content/roboflow/train/images/-23705E7A-1279-43E7-B20A-CE37ADAB61DD-png_jpg.rf.ac8f64f7fe63087592d291dfcde64252.jpg  \n",
            " extracting: /content/roboflow/train/images/-23705E7A-1279-43E7-B20A-CE37ADAB61DD-png_jpg.rf.ad80bedd04a1bc27124bd059c71facf5.jpg  \n",
            " extracting: /content/roboflow/train/images/-23705E7A-1279-43E7-B20A-CE37ADAB61DD-png_jpg.rf.fd47dba44cdd325cb0b28a91b47db197.jpg  \n",
            " extracting: /content/roboflow/train/images/-2482581B-D45C-4C05-97F4-3105704DFABC-png_jpg.rf.25a805439f5c73533b2aa11fcfeb61e3.jpg  \n",
            " extracting: /content/roboflow/train/images/-2482581B-D45C-4C05-97F4-3105704DFABC-png_jpg.rf.cf6f056640e77377a7b2c22527d7723b.jpg  \n",
            " extracting: /content/roboflow/train/images/-24FFED69-CE70-43C8-8E00-90684987BD32-png_jpg.rf.b3f540f955629ea7783df0e5ffa19cfb.jpg  \n",
            " extracting: /content/roboflow/train/images/-251A7DC4-47FA-45BF-8F18-8C933578D147-png_jpg.rf.3894b40969b9387dd400db6daaa4d125.jpg  \n",
            " extracting: /content/roboflow/train/images/-251A7DC4-47FA-45BF-8F18-8C933578D147-png_jpg.rf.99d123f5fb22b24057c0d30bc872b410.jpg  \n",
            " extracting: /content/roboflow/train/images/-2526BBBE-6B96-49DC-94B9-880E133FA549-png_jpg.rf.09be4b67818f11faee55ad32b3ec5a31.jpg  \n",
            " extracting: /content/roboflow/train/images/-25B75F91-9590-4B9D-A441-755612305E00-png_jpg.rf.97f6e512fb8e66cdb42609b48268186e.jpg  \n",
            " extracting: /content/roboflow/train/images/-25B75F91-9590-4B9D-A441-755612305E00-png_jpg.rf.a9d33ad12d24ebdcda023b800eeb6753.jpg  \n",
            " extracting: /content/roboflow/train/images/-25B75F91-9590-4B9D-A441-755612305E00-png_jpg.rf.bc0a43638a06804ee85863ac22aa9ccd.jpg  \n",
            " extracting: /content/roboflow/train/images/-25B75F91-9590-4B9D-A441-755612305E00-png_jpg.rf.d4faee15cf3f24c51fe50dc6b3c11d3f.jpg  \n",
            " extracting: /content/roboflow/train/images/-26A4102E-9D99-421D-91DC-9E66089FF2F6-png_jpg.rf.4b3f6cdfe41e02d933e27e4191de992f.jpg  \n",
            " extracting: /content/roboflow/train/images/-26A4102E-9D99-421D-91DC-9E66089FF2F6-png_jpg.rf.8399719a104443392844e7fc1ca89b84.jpg  \n",
            " extracting: /content/roboflow/train/images/-26A4102E-9D99-421D-91DC-9E66089FF2F6-png_jpg.rf.8d876c83951e03828ff64e56b71ae9d9.jpg  \n",
            " extracting: /content/roboflow/train/images/-26A4102E-9D99-421D-91DC-9E66089FF2F6-png_jpg.rf.a50609ff4323b02ac15a7bdf430cad30.jpg  \n",
            " extracting: /content/roboflow/train/images/-26A4102E-9D99-421D-91DC-9E66089FF2F6-png_jpg.rf.a7327114e4f58caed494b6480ec73dbe.jpg  \n",
            " extracting: /content/roboflow/train/images/-26D423C9-C9F8-4CA3-B49E-3664225FB20C-png_jpg.rf.1e19dfb9a2e9fa30005c23a72d3d8994.jpg  \n",
            " extracting: /content/roboflow/train/images/-26D423C9-C9F8-4CA3-B49E-3664225FB20C-png_jpg.rf.2514fd0ae7fc3065b14dedb02ce197e3.jpg  \n",
            " extracting: /content/roboflow/train/images/-2846226C-6A55-4876-B717-7F8A5FA4E560-png_jpg.rf.2265b05e5a1d930074ed8a63a5fef877.jpg  \n",
            " extracting: /content/roboflow/train/images/-2846226C-6A55-4876-B717-7F8A5FA4E560-png_jpg.rf.62ef9e5088098f89d93e12b521129e57.jpg  \n",
            " extracting: /content/roboflow/train/images/-28A7CBC5-452A-4B8D-91E0-397F87E23E7F-png_jpg.rf.88e5130747d54c8cbfc327f071d7ef55.jpg  \n",
            " extracting: /content/roboflow/train/images/-28A7CBC5-452A-4B8D-91E0-397F87E23E7F-png_jpg.rf.ba722ffa4712b589b3d8d5bb6961611f.jpg  \n",
            " extracting: /content/roboflow/train/images/-28A7CBC5-452A-4B8D-91E0-397F87E23E7F-png_jpg.rf.c36ed600c3f069601b7112c914bd3253.jpg  \n",
            " extracting: /content/roboflow/train/images/-2AE9E484-CD7E-45FB-BD22-3EB7588C1224-png_jpg.rf.2dc6988ac5ff2fcd88634f6eb3ca788b.jpg  \n",
            " extracting: /content/roboflow/train/images/-2AE9E484-CD7E-45FB-BD22-3EB7588C1224-png_jpg.rf.ccd145665b2467770d16003038a70837.jpg  \n",
            " extracting: /content/roboflow/train/images/-2B9B8378-CF94-4121-9F57-AA504E361DEC-png_jpg.rf.b06c993f58125a9c3a1ef5690b97eb2e.jpg  \n",
            " extracting: /content/roboflow/train/images/-2B9B8378-CF94-4121-9F57-AA504E361DEC-png_jpg.rf.ffddf785580d0f84d53a5b95460e2815.jpg  \n",
            " extracting: /content/roboflow/train/images/-2CC30CC7-5872-41C8-80F9-549219177A84-png_jpg.rf.59bc96f82d0745094742b1eaac4902bc.jpg  \n",
            " extracting: /content/roboflow/train/images/-3130BF7E-8143-44C3-AC0D-8068C9108560-png_jpg.rf.6770a8aff3f8bf7d4f5ae6f7defab374.jpg  \n",
            " extracting: /content/roboflow/train/images/-3130BF7E-8143-44C3-AC0D-8068C9108560-png_jpg.rf.bc24ca147a4a4b753d89f205f81c135d.jpg  \n",
            " extracting: /content/roboflow/train/images/-332D2462-631E-4F9D-914E-9EA5A217A8FA-png_jpg.rf.028893a139591865711d31627dbd4026.jpg  \n",
            " extracting: /content/roboflow/train/images/-3372F3CB-7432-4FE7-B9BB-DFB5D1FC3CD4-png_jpg.rf.4f3b61f14a5caab0b644e495f07a3e4a.jpg  \n",
            " extracting: /content/roboflow/train/images/-341F28F4-B515-475F-8729-F40EFDDDF0C2-png_jpg.rf.0b8bafb4873755b8e54faa41b4e12506.jpg  \n",
            " extracting: /content/roboflow/train/images/-341F28F4-B515-475F-8729-F40EFDDDF0C2-png_jpg.rf.ac22e6aed866e56ac3ec7906c55ec4db.jpg  \n",
            " extracting: /content/roboflow/train/images/-341F28F4-B515-475F-8729-F40EFDDDF0C2-png_jpg.rf.c283141e9d625e87d5d336d16ebe2289.jpg  \n",
            " extracting: /content/roboflow/train/images/-344A5C5C-CF3A-48B7-BE2F-7373A99B6465-png_jpg.rf.3d8cb3742e1544b2f071d90b09c3c952.jpg  \n",
            " extracting: /content/roboflow/train/images/-344A5C5C-CF3A-48B7-BE2F-7373A99B6465-png_jpg.rf.590298027ac03fb550a98c655de0e30c.jpg  \n",
            " extracting: /content/roboflow/train/images/-3571FC71-85E8-4968-8882-3A4B92AC8388-png_jpg.rf.7ee7560e6055625e5f749d614bec24f8.jpg  \n",
            " extracting: /content/roboflow/train/images/-35C8F869-003E-4989-ADF3-F79D890A8FE4-png_jpg.rf.0185f421579b613e8b5e06f9fb6120db.jpg  \n",
            " extracting: /content/roboflow/train/images/-35C8F869-003E-4989-ADF3-F79D890A8FE4-png_jpg.rf.6a5246588a3561642b0ff83758c5ff78.jpg  \n",
            " extracting: /content/roboflow/train/images/-375329E9-678F-4B48-AED2-472A7ED60D19-png_jpg.rf.a1ebd5704af612b5963e160ebe9c167a.jpg  \n",
            " extracting: /content/roboflow/train/images/-375329E9-678F-4B48-AED2-472A7ED60D19-png_jpg.rf.e61a1c670039913b451bf7ceae53bf31.jpg  \n",
            " extracting: /content/roboflow/train/images/-37621770-EA10-4509-962F-29AD0F6F09D8-png_jpg.rf.30a987e9b113d4f115971e60354f3cbb.jpg  \n",
            " extracting: /content/roboflow/train/images/-37621770-EA10-4509-962F-29AD0F6F09D8-png_jpg.rf.63c867aa8b56bb676e2f8198ce33670e.jpg  \n",
            " extracting: /content/roboflow/train/images/-37621770-EA10-4509-962F-29AD0F6F09D8-png_jpg.rf.ec4f32da9d0a3d157498a11fcd2d4f1f.jpg  \n",
            " extracting: /content/roboflow/train/images/-37EAFDFC-4667-4A10-98F7-3C9FB6EC7912-png_jpg.rf.228eb29284c84430a359fe5172f03158.jpg  \n",
            " extracting: /content/roboflow/train/images/-37EAFDFC-4667-4A10-98F7-3C9FB6EC7912-png_jpg.rf.c2cd0fb39166b59d3f3c508edcaa648a.jpg  \n",
            " extracting: /content/roboflow/train/images/-3827C0BE-B55D-4ADE-9938-9DC7D50A32DD-png_jpg.rf.1dceb3e4b3675a959c5fc38a61dae006.jpg  \n",
            " extracting: /content/roboflow/train/images/-3827C0BE-B55D-4ADE-9938-9DC7D50A32DD-png_jpg.rf.6405f750c505edc60268bd9589fe6eea.jpg  \n",
            " extracting: /content/roboflow/train/images/-3827C0BE-B55D-4ADE-9938-9DC7D50A32DD-png_jpg.rf.8a71934b44bac03d77b73ea4b98ecadc.jpg  \n",
            " extracting: /content/roboflow/train/images/-3827C0BE-B55D-4ADE-9938-9DC7D50A32DD-png_jpg.rf.a264b2766c30ede1611b34b42590178c.jpg  \n",
            " extracting: /content/roboflow/train/images/-3827C0BE-B55D-4ADE-9938-9DC7D50A32DD-png_jpg.rf.b688155b15e834b6e9d7584fa3459852.jpg  \n",
            " extracting: /content/roboflow/train/images/-3947B75C-299F-46E6-84AF-947CB4AE712E-png_jpg.rf.02daeaaabb3f5a330daccc1fd792c3dd.jpg  \n",
            " extracting: /content/roboflow/train/images/-3947B75C-299F-46E6-84AF-947CB4AE712E-png_jpg.rf.736c53fc82c392450d918065d38eaae7.jpg  \n",
            " extracting: /content/roboflow/train/images/-3947B75C-299F-46E6-84AF-947CB4AE712E-png_jpg.rf.ec43f9bf4396764c1fd1d144a027f755.jpg  \n",
            " extracting: /content/roboflow/train/images/-394F92E4-59B2-4B85-9170-F782BC3DC244-png_jpg.rf.82915d7ad27865a7d34089789422b47b.jpg  \n",
            " extracting: /content/roboflow/train/images/-394F92E4-59B2-4B85-9170-F782BC3DC244-png_jpg.rf.9da316b3b939404289e65b85f9e19cfd.jpg  \n",
            " extracting: /content/roboflow/train/images/-394F92E4-59B2-4B85-9170-F782BC3DC244-png_jpg.rf.ae14e83123c6d988c22e12c2da3ee798.jpg  \n",
            " extracting: /content/roboflow/train/images/-394F92E4-59B2-4B85-9170-F782BC3DC244-png_jpg.rf.cbc61e699ec041274ecd2e0fa9df0a7a.jpg  \n",
            " extracting: /content/roboflow/train/images/-398D11E1-12E9-4FE1-83DA-198B0C1A0D9D-png_jpg.rf.991ca7b7f350ac2d7a06497ccada182d.jpg  \n",
            " extracting: /content/roboflow/train/images/-398D11E1-12E9-4FE1-83DA-198B0C1A0D9D-png_jpg.rf.fc15b0db0d4472e96487739f7991419c.jpg  \n",
            " extracting: /content/roboflow/train/images/-39CA14CD-A783-4F15-AEE6-F52595AC33A1-png_jpg.rf.1fe1fd6e796ced19d0ed549217f163b8.jpg  \n",
            " extracting: /content/roboflow/train/images/-39CA14CD-A783-4F15-AEE6-F52595AC33A1-png_jpg.rf.50120829a4e7c8c2792f166fc9cde9c1.jpg  \n",
            " extracting: /content/roboflow/train/images/-3AFF5173-8DB5-4DFD-A3AD-3ED85BD289FB-png_jpg.rf.6a04d386c9747b49c396d767fd937d32.jpg  \n",
            " extracting: /content/roboflow/train/images/-3AFF5173-8DB5-4DFD-A3AD-3ED85BD289FB-png_jpg.rf.81848729348b82e6266228fcbef3c851.jpg  \n",
            " extracting: /content/roboflow/train/images/-3B056DBB-3097-4BCB-A38A-F66FA7470A6C-png_jpg.rf.c40c4fc452cf73170d93b7f711ca3a5b.jpg  \n",
            " extracting: /content/roboflow/train/images/-3B056DBB-3097-4BCB-A38A-F66FA7470A6C-png_jpg.rf.d6f2873b716117353ed0e0e38d579e3b.jpg  \n",
            " extracting: /content/roboflow/train/images/-3B056DBB-3097-4BCB-A38A-F66FA7470A6C-png_jpg.rf.db453449b465a2ce705009e448aecd8d.jpg  \n",
            " extracting: /content/roboflow/train/images/-3B056DBB-3097-4BCB-A38A-F66FA7470A6C-png_jpg.rf.f5b3af826c0eed37558e4452784f6d50.jpg  \n",
            " extracting: /content/roboflow/train/images/-3B48CB36-3DE2-4088-B9D1-6F639B60DA9C-png_jpg.rf.29ac2a0d8764130b59df6e487e8453fb.jpg  \n",
            " extracting: /content/roboflow/train/images/-3B48CB36-3DE2-4088-B9D1-6F639B60DA9C-png_jpg.rf.75093a10add252fa25f2a0fdbc149de2.jpg  \n",
            " extracting: /content/roboflow/train/images/-3B48CB36-3DE2-4088-B9D1-6F639B60DA9C-png_jpg.rf.7a4b48baff1df89566b7a6ba04c9d048.jpg  \n",
            " extracting: /content/roboflow/train/images/-3B54DE29-3BCA-4191-A23E-003270236E01-png_jpg.rf.0818a291d817617280069c44daa8b074.jpg  \n",
            " extracting: /content/roboflow/train/images/-3B54DE29-3BCA-4191-A23E-003270236E01-png_jpg.rf.227cfbc04c144caa21b97d16fbfab6a6.jpg  \n",
            " extracting: /content/roboflow/train/images/-3B54DE29-3BCA-4191-A23E-003270236E01-png_jpg.rf.7d3f915d9107d8313e04641938feb9fd.jpg  \n",
            " extracting: /content/roboflow/train/images/-3C758EB2-E016-4C89-93CE-0E4FF51161C2-png_jpg.rf.181a181b19c0d8b45ca1e1b2c08e4cd9.jpg  \n",
            " extracting: /content/roboflow/train/images/-3C758EB2-E016-4C89-93CE-0E4FF51161C2-png_jpg.rf.3e1d0db253cf4c47aeb90b0fa503d343.jpg  \n",
            " extracting: /content/roboflow/train/images/-3C758EB2-E016-4C89-93CE-0E4FF51161C2-png_jpg.rf.53473776d4671a7dd2f5bf0a884af147.jpg  \n",
            " extracting: /content/roboflow/train/images/-3D578705-6794-4049-BF6D-A828FC4F0722-png_jpg.rf.c54098bb32380f40287c77d016ac7400.jpg  \n",
            " extracting: /content/roboflow/train/images/-400E9E90-CD4A-470F-89E2-C9E1D1854AAB-png_jpg.rf.4b2b0f807dd3f10c1bc7d472971596a0.jpg  \n",
            " extracting: /content/roboflow/train/images/-400E9E90-CD4A-470F-89E2-C9E1D1854AAB-png_jpg.rf.c04e3763bfb342c6c3b599c72d3e5a4b.jpg  \n",
            " extracting: /content/roboflow/train/images/-400E9E90-CD4A-470F-89E2-C9E1D1854AAB-png_jpg.rf.df2336a08ac3d95c94f9116b6e2ab7fa.jpg  \n",
            " extracting: /content/roboflow/train/images/-400E9E90-CD4A-470F-89E2-C9E1D1854AAB-png_jpg.rf.f9de1c4c2b2768e706ec63d3e70c701d.jpg  \n",
            " extracting: /content/roboflow/train/images/-410FB936-1128-4721-89DE-79E2F58D3B24-png_jpg.rf.82c68b08260772de8e6f1d87d36d71ae.jpg  \n",
            " extracting: /content/roboflow/train/images/-41421EB3-10E7-4E8B-9D22-424751A9FE8A-png_jpg.rf.1139c5d2e6529d2e47125bc735b7abb4.jpg  \n",
            " extracting: /content/roboflow/train/images/-41421EB3-10E7-4E8B-9D22-424751A9FE8A-png_jpg.rf.79cf5d4eb62934ba87a0a31a2f073992.jpg  \n",
            " extracting: /content/roboflow/train/images/-420B178A-1068-4C65-B00F-763738FCB982-png_jpg.rf.0e0d2d02e32037f8f0488f6e6a737a33.jpg  \n",
            " extracting: /content/roboflow/train/images/-420B178A-1068-4C65-B00F-763738FCB982-png_jpg.rf.13373fdd224b9bac14010d4c2b6b6e53.jpg  \n",
            " extracting: /content/roboflow/train/images/-420B178A-1068-4C65-B00F-763738FCB982-png_jpg.rf.344359acfada666a348fce2813e1a10b.jpg  \n",
            " extracting: /content/roboflow/train/images/-420B178A-1068-4C65-B00F-763738FCB982-png_jpg.rf.c82b39464d02ac14b3daccec5b0ee2c0.jpg  \n",
            " extracting: /content/roboflow/train/images/-422F5744-FC5F-4A43-8DFE-CEF738B5015C-png_jpg.rf.3ae1f95bdd1ba046f2dfe55c03283098.jpg  \n",
            " extracting: /content/roboflow/train/images/-422F5744-FC5F-4A43-8DFE-CEF738B5015C-png_jpg.rf.83c76d2999542a928e98a83e37d8d02b.jpg  \n",
            " extracting: /content/roboflow/train/images/-423FE4FB-F3E1-4E8E-8A40-5A99AEF6C353-png_jpg.rf.26c525440c4e7e4446dc927c46074aa1.jpg  \n",
            " extracting: /content/roboflow/train/images/-423FE4FB-F3E1-4E8E-8A40-5A99AEF6C353-png_jpg.rf.dd706c800d6968fc03648d5c503aa1f4.jpg  \n",
            " extracting: /content/roboflow/train/images/-431A51B8-216A-4491-8839-72DCD54029AD-png_jpg.rf.6db97465767deaff1c366b94df6ce8b5.jpg  \n",
            " extracting: /content/roboflow/train/images/-431A51B8-216A-4491-8839-72DCD54029AD-png_jpg.rf.8747398f59f87f78a40665c807b9f16f.jpg  \n",
            " extracting: /content/roboflow/train/images/-44DB40B6-D520-4654-A07D-E87A49846F12-png_jpg.rf.1b3610b11bddef01445e1ba6e75bb41d.jpg  \n",
            " extracting: /content/roboflow/train/images/-44DB40B6-D520-4654-A07D-E87A49846F12-png_jpg.rf.225691024608102bf1bc1a018042272b.jpg  \n",
            " extracting: /content/roboflow/train/images/-44DB40B6-D520-4654-A07D-E87A49846F12-png_jpg.rf.364b37d841ebfd383554aba2204207cf.jpg  \n",
            " extracting: /content/roboflow/train/images/-44DB40B6-D520-4654-A07D-E87A49846F12-png_jpg.rf.51475d45ef30390b2da41cc3a1f300b3.jpg  \n",
            " extracting: /content/roboflow/train/images/-44DB40B6-D520-4654-A07D-E87A49846F12-png_jpg.rf.a82508f670957895b50d7b449ea6641a.jpg  \n",
            " extracting: /content/roboflow/train/images/-44DB40B6-D520-4654-A07D-E87A49846F12-png_jpg.rf.c716a27434e8409ca5730f73cc12f42c.jpg  \n",
            " extracting: /content/roboflow/train/images/-44DB40B6-D520-4654-A07D-E87A49846F12-png_jpg.rf.d50c20e2215f91202121fc5e0fea0608.jpg  \n",
            " extracting: /content/roboflow/train/images/-44DB40B6-D520-4654-A07D-E87A49846F12-png_jpg.rf.eb28040fe5b3ff49af69b90e899b0801.jpg  \n",
            " extracting: /content/roboflow/train/images/-44EED5AD-F010-4649-819C-9091185CA9AD-png_jpg.rf.31057313bb1116763fcf25def3cc0da2.jpg  \n",
            " extracting: /content/roboflow/train/images/-44EED5AD-F010-4649-819C-9091185CA9AD-png_jpg.rf.5f2f747c9e17e80a1a26a936fb8bb2f5.jpg  \n",
            " extracting: /content/roboflow/train/images/-44EED5AD-F010-4649-819C-9091185CA9AD-png_jpg.rf.954a1d8aae2eddbb7206373072c3841d.jpg  \n",
            " extracting: /content/roboflow/train/images/-44EED5AD-F010-4649-819C-9091185CA9AD-png_jpg.rf.ab80fcfa210c9b7e382c1077a6c45863.jpg  \n",
            " extracting: /content/roboflow/train/images/-44EED5AD-F010-4649-819C-9091185CA9AD-png_jpg.rf.dc2b91dfd29bc2a0c3bb215be6e14913.jpg  \n",
            " extracting: /content/roboflow/train/images/-465396AA-4CB9-4625-A390-70D9E748937A-png_jpg.rf.28ef4f010cad5c8f386fb0e2ad25e3cc.jpg  \n",
            " extracting: /content/roboflow/train/images/-469593C2-4B3A-4A0B-B78A-24B4A79CCC35-png_jpg.rf.3b34736082dd015ca57596743a3da59e.jpg  \n",
            " extracting: /content/roboflow/train/images/-48CC7018-725B-4547-B690-F5BE19F7A7B8-png_jpg.rf.a9f11ce73c4245416fc484b6769ef612.jpg  \n",
            " extracting: /content/roboflow/train/images/-496DFB6F-CD96-44F4-8CF4-683733EC79B6-png_jpg.rf.3af5d9212a68d16fc2f76a60adfa5591.jpg  \n",
            " extracting: /content/roboflow/train/images/-496DFB6F-CD96-44F4-8CF4-683733EC79B6-png_jpg.rf.e4ff66c848eea7f29b33822fe07307fc.jpg  \n",
            " extracting: /content/roboflow/train/images/-4B472EFE-F5FA-44B6-A214-B41E70E2A0BC-png_jpg.rf.218c9f3468fe41c0652281c6b58e8526.jpg  \n",
            " extracting: /content/roboflow/train/images/-4B472EFE-F5FA-44B6-A214-B41E70E2A0BC-png_jpg.rf.228c95a9d46e8e77468687ce9fc017f2.jpg  \n",
            " extracting: /content/roboflow/train/images/-4B472EFE-F5FA-44B6-A214-B41E70E2A0BC-png_jpg.rf.8841275e69ba9d00ea59bc263d4e7281.jpg  \n",
            " extracting: /content/roboflow/train/images/-4B472EFE-F5FA-44B6-A214-B41E70E2A0BC-png_jpg.rf.930790a96aeb61e4cc76edb794bf5ab2.jpg  \n",
            " extracting: /content/roboflow/train/images/-4B472EFE-F5FA-44B6-A214-B41E70E2A0BC-png_jpg.rf.c3e330b2ac92634e28f3ff72f39c0ef8.jpg  \n",
            " extracting: /content/roboflow/train/images/-4B733FC3-CEF8-427E-B4A1-7C1E04168672-png_jpg.rf.7ecde4f64ad8dc0c3e219494b3e2ae6b.jpg  \n",
            " extracting: /content/roboflow/train/images/-4B741C2C-6B83-4220-B69F-FCD31BA7BD93-png_jpg.rf.4ff97ee8800a387eea201857c42dc297.jpg  \n",
            " extracting: /content/roboflow/train/images/-4B741C2C-6B83-4220-B69F-FCD31BA7BD93-png_jpg.rf.59c5d8f1b22aced9e929cfb2a1eb855b.jpg  \n",
            " extracting: /content/roboflow/train/images/-4BB97EA4-824F-4351-B178-A426E8AE6051-png_jpg.rf.1fd067c81b44f1f9aa804a1d82565d0f.jpg  \n",
            " extracting: /content/roboflow/train/images/-4BB97EA4-824F-4351-B178-A426E8AE6051-png_jpg.rf.d99c9c94ac6cdf3b1f4ceb25af36266f.jpg  \n",
            " extracting: /content/roboflow/train/images/-4C46AFBE-4FFB-4612-923E-76294EF2233B-png_jpg.rf.2341033b270978813cf94c662796ebb1.jpg  \n",
            " extracting: /content/roboflow/train/images/-4C46AFBE-4FFB-4612-923E-76294EF2233B-png_jpg.rf.2bfede2ad0c144dfd2280baffdc4a488.jpg  \n",
            " extracting: /content/roboflow/train/images/-4C46AFBE-4FFB-4612-923E-76294EF2233B-png_jpg.rf.6dcd3cd9522e264e22d852436f201736.jpg  \n",
            " extracting: /content/roboflow/train/images/-4C46AFBE-4FFB-4612-923E-76294EF2233B-png_jpg.rf.efd055bb20c8fc1d0bd345e06b99aefd.jpg  \n",
            " extracting: /content/roboflow/train/images/-4C9F05A1-7CD5-458B-B604-60361B491683-png_jpg.rf.15aaf488c3036e07eef8d3d8e693857a.jpg  \n",
            " extracting: /content/roboflow/train/images/-4C9F05A1-7CD5-458B-B604-60361B491683-png_jpg.rf.78805b9f22a2f9e934873bf4d805284f.jpg  \n",
            " extracting: /content/roboflow/train/images/-4C9F05A1-7CD5-458B-B604-60361B491683-png_jpg.rf.9543cf1364422a682643cc89f808f22f.jpg  \n",
            " extracting: /content/roboflow/train/images/-4C9F05A1-7CD5-458B-B604-60361B491683-png_jpg.rf.9bd02ea2e8e58c47ffb7e945ddae1866.jpg  \n",
            " extracting: /content/roboflow/train/images/-4D888E2B-7F5D-4626-B4FF-E092A163D4B5-png_jpg.rf.70ec6940ae65344dcf6d5421b46cd97f.jpg  \n",
            " extracting: /content/roboflow/train/images/-4DFF09F8-2283-495F-9C84-6A25870884F8-png_jpg.rf.95c22639a33eafc2bde02a3cf0515b59.jpg  \n",
            " extracting: /content/roboflow/train/images/-4FB14832-DB4E-41E9-B8FC-9D33DEB67AAA-png_jpg.rf.182a84bbffa683c9df5cdf7473598323.jpg  \n",
            " extracting: /content/roboflow/train/images/-4FB14832-DB4E-41E9-B8FC-9D33DEB67AAA-png_jpg.rf.c99a4be0fb2f527ca81e8f66bf982fb6.jpg  \n",
            " extracting: /content/roboflow/train/images/-50894A9D-DA2D-4049-9C7B-6006F32452BC-png_jpg.rf.56f26d3f416fc7521f4b7913396c1445.jpg  \n",
            " extracting: /content/roboflow/train/images/-50894A9D-DA2D-4049-9C7B-6006F32452BC-png_jpg.rf.dd56b08cd1767501699323cc22e1ac00.jpg  \n",
            " extracting: /content/roboflow/train/images/-51FFF967-684D-4519-8EC0-A9C7CC6F2280-png_jpg.rf.1e5286e2279da956993bd054824c244a.jpg  \n",
            " extracting: /content/roboflow/train/images/-51FFF967-684D-4519-8EC0-A9C7CC6F2280-png_jpg.rf.48a6446cb7fd30b405fcc69ddb735bfa.jpg  \n",
            " extracting: /content/roboflow/train/images/-51FFF967-684D-4519-8EC0-A9C7CC6F2280-png_jpg.rf.ddb00b02660e6be8f8e0423e79133f1c.jpg  \n",
            " extracting: /content/roboflow/train/images/-52262D73-8B4E-4F06-883D-4C6E2E6ADED2-png_jpg.rf.4071f45a6162cb0236b7afa4aef4c70f.jpg  \n",
            " extracting: /content/roboflow/train/images/-52262D73-8B4E-4F06-883D-4C6E2E6ADED2-png_jpg.rf.4a641421731a95b782f8a1a773c2db69.jpg  \n",
            " extracting: /content/roboflow/train/images/-526B0491-0C42-4F0F-A201-ECFD6ED3DD6E-png_jpg.rf.23c2e013e4d1616fd7f8a7c5605d1ab5.jpg  \n",
            " extracting: /content/roboflow/train/images/-526B0491-0C42-4F0F-A201-ECFD6ED3DD6E-png_jpg.rf.25ba323ab3e8c2dccca05f16192fa5a0.jpg  \n",
            " extracting: /content/roboflow/train/images/-526B0491-0C42-4F0F-A201-ECFD6ED3DD6E-png_jpg.rf.636e1b6438e63bbc1f3a0048f51b0803.jpg  \n",
            " extracting: /content/roboflow/train/images/-526B0491-0C42-4F0F-A201-ECFD6ED3DD6E-png_jpg.rf.bcf8639f76a3688a27ea28268799f6b1.jpg  \n",
            " extracting: /content/roboflow/train/images/-5273059D-9AB0-4D26-B042-322F7A5E4CCD-png_jpg.rf.3037c913caec9c2037cdb22627fa5f76.jpg  \n",
            " extracting: /content/roboflow/train/images/-52C0EFE4-90C2-473F-9FEE-2E416111A8C7-png_jpg.rf.6f1e323f5869e8c9870a7ed7bfd4c520.jpg  \n",
            " extracting: /content/roboflow/train/images/-52D877A5-D9D5-4B8F-848F-E449684E4869-png_jpg.rf.98bcec5443eaf6ad511c5fe6dda334e7.jpg  \n",
            " extracting: /content/roboflow/train/images/-531F16FE-7468-484D-8B14-D5229D4851B8-png_jpg.rf.14461cf2c46f7b05304cb311731d8bc7.jpg  \n",
            " extracting: /content/roboflow/train/images/-531F16FE-7468-484D-8B14-D5229D4851B8-png_jpg.rf.3438dfd55da7714089389082e0e4aca1.jpg  \n",
            " extracting: /content/roboflow/train/images/-531F16FE-7468-484D-8B14-D5229D4851B8-png_jpg.rf.7102540353ef97ec70f30912e6b46246.jpg  \n",
            " extracting: /content/roboflow/train/images/-531F16FE-7468-484D-8B14-D5229D4851B8-png_jpg.rf.ddad90d125dda60c4d4ef179900a2858.jpg  \n",
            " extracting: /content/roboflow/train/images/-531F16FE-7468-484D-8B14-D5229D4851B8-png_jpg.rf.dfe7f8121f065f26a95d362dc1419162.jpg  \n",
            " extracting: /content/roboflow/train/images/-531F9D36-6096-4999-B709-28F1E5F38DFE-png_jpg.rf.1bf9d8919dbe3d153a98abfa2ea5862c.jpg  \n",
            " extracting: /content/roboflow/train/images/-5399AA20-C3A4-4841-9CA4-0D18DFCA3806-png_jpg.rf.1fff207b40c04fd38bcc983f3a7d1dc3.jpg  \n",
            " extracting: /content/roboflow/train/images/-5399AA20-C3A4-4841-9CA4-0D18DFCA3806-png_jpg.rf.9e53db38ce36eefd0bc8dc31aa6c6e7a.jpg  \n",
            " extracting: /content/roboflow/train/images/-5399AA20-C3A4-4841-9CA4-0D18DFCA3806-png_jpg.rf.f63d4ee0ed1d79d5453059c5ab6c59b2.jpg  \n",
            " extracting: /content/roboflow/train/images/-53C40FB0-F866-4F4A-A410-D32C65C75BB4-png_jpg.rf.1d2678a5945811eec35d2aa92db27d1c.jpg  \n",
            " extracting: /content/roboflow/train/images/-53C40FB0-F866-4F4A-A410-D32C65C75BB4-png_jpg.rf.1d942fbf6ca461f5533e11480cb06450.jpg  \n",
            " extracting: /content/roboflow/train/images/-53C40FB0-F866-4F4A-A410-D32C65C75BB4-png_jpg.rf.4f545ab119c038e547acc73ed26ee4f2.jpg  \n",
            " extracting: /content/roboflow/train/images/-53C40FB0-F866-4F4A-A410-D32C65C75BB4-png_jpg.rf.5c428aad09f60082484c4f5f55ba1a5d.jpg  \n",
            " extracting: /content/roboflow/train/images/-53C40FB0-F866-4F4A-A410-D32C65C75BB4-png_jpg.rf.edc5ca627b11b48f461bf920d550938b.jpg  \n",
            " extracting: /content/roboflow/train/images/-53C40FB0-F866-4F4A-A410-D32C65C75BB4-png_jpg.rf.f6c60b964e202922d12afc3e73f064bc.jpg  \n",
            " extracting: /content/roboflow/train/images/-53D41263-2FA3-40DF-9556-1EB08D19D5F1-png_jpg.rf.90d37abb769aa32b1fcd993342530319.jpg  \n",
            " extracting: /content/roboflow/train/images/-53D41263-2FA3-40DF-9556-1EB08D19D5F1-png_jpg.rf.93d7033f288a27622f885bafdc9cc49a.jpg  \n",
            " extracting: /content/roboflow/train/images/-53D41263-2FA3-40DF-9556-1EB08D19D5F1-png_jpg.rf.f43b7185889509603d6bb11f235050bd.jpg  \n",
            " extracting: /content/roboflow/train/images/-541C6E4C-DEC9-4725-97C0-B773CF5182AB-png_jpg.rf.3f82f8c6840638a243d1f0560bf1d8cb.jpg  \n",
            " extracting: /content/roboflow/train/images/-541C6E4C-DEC9-4725-97C0-B773CF5182AB-png_jpg.rf.59987db429d18831198a15ee37fcee3a.jpg  \n",
            " extracting: /content/roboflow/train/images/-541C6E4C-DEC9-4725-97C0-B773CF5182AB-png_jpg.rf.7e1ae97e58a199846da9bfac876a2520.jpg  \n",
            " extracting: /content/roboflow/train/images/-5481DCB8-6595-495C-BFEB-5B74B2345808-png_jpg.rf.2456c41b63b6b339427374bdf92d648a.jpg  \n",
            " extracting: /content/roboflow/train/images/-5481DCB8-6595-495C-BFEB-5B74B2345808-png_jpg.rf.3cacf962f103bbf3b54c36859f2920c9.jpg  \n",
            " extracting: /content/roboflow/train/images/-5481DCB8-6595-495C-BFEB-5B74B2345808-png_jpg.rf.516ce02fa23ffa9877141807ca500d15.jpg  \n",
            " extracting: /content/roboflow/train/images/-5541726B-201F-4295-A6CB-AA0F566A62F9-png_jpg.rf.af9288627ce09a9d08ab14536ef01ceb.jpg  \n",
            " extracting: /content/roboflow/train/images/-560B3012-6E26-4551-A44C-6F4AB53B707E-png_jpg.rf.0b05d90fb8d357852b64761aafbe2c03.jpg  \n",
            " extracting: /content/roboflow/train/images/-560B3012-6E26-4551-A44C-6F4AB53B707E-png_jpg.rf.0d677005ff1a4df00f895c1c623277cf.jpg  \n",
            " extracting: /content/roboflow/train/images/-560B3012-6E26-4551-A44C-6F4AB53B707E-png_jpg.rf.332e0c72f2cdd57ea2f8a9c85e3eda65.jpg  \n",
            " extracting: /content/roboflow/train/images/-560B3012-6E26-4551-A44C-6F4AB53B707E-png_jpg.rf.469b9c411f6da2675f11580350fc7ad1.jpg  \n",
            " extracting: /content/roboflow/train/images/-560B3012-6E26-4551-A44C-6F4AB53B707E-png_jpg.rf.6e1bd02470160397885400ef6f5d676c.jpg  \n",
            " extracting: /content/roboflow/train/images/-560B3012-6E26-4551-A44C-6F4AB53B707E-png_jpg.rf.8a57bc256742c301de933a7ba14576a4.jpg  \n",
            " extracting: /content/roboflow/train/images/-560B3012-6E26-4551-A44C-6F4AB53B707E-png_jpg.rf.90e745b49bc265d3b80c0003cb3f2cb1.jpg  \n",
            " extracting: /content/roboflow/train/images/-560B3012-6E26-4551-A44C-6F4AB53B707E-png_jpg.rf.cfa4e7f64ecb1f88286ae8d3047aee7a.jpg  \n",
            " extracting: /content/roboflow/train/images/-560FDA71-D338-4454-BC81-857A74DE813D-png_jpg.rf.4fedc35c2d8e7a59f4d928691d637d46.jpg  \n",
            " extracting: /content/roboflow/train/images/-560FDA71-D338-4454-BC81-857A74DE813D-png_jpg.rf.e0fdee80d6d9f8fb088ae24fe7d87a84.jpg  \n",
            " extracting: /content/roboflow/train/images/-56EAA0B9-41EA-46F5-99F9-433F614E42FB-png_jpg.rf.7bd92cf5d66f18b28f79559e147fa915.jpg  \n",
            " extracting: /content/roboflow/train/images/-56EAA0B9-41EA-46F5-99F9-433F614E42FB-png_jpg.rf.c66a6bfd07e88ae8ee001b8c77299692.jpg  \n",
            " extracting: /content/roboflow/train/images/-56EAA0B9-41EA-46F5-99F9-433F614E42FB-png_jpg.rf.d3909c883b5f8a32effc53fa65e2d8f1.jpg  \n",
            " extracting: /content/roboflow/train/images/-56EAA0B9-41EA-46F5-99F9-433F614E42FB-png_jpg.rf.fb296e562f176fef65f8e56fed51ae89.jpg  \n",
            " extracting: /content/roboflow/train/images/-56EF2068-CDF4-4068-80A1-E567375D4AE6-png_jpg.rf.3ceed22aa1de660f437c6342119802c7.jpg  \n",
            " extracting: /content/roboflow/train/images/-56EF2068-CDF4-4068-80A1-E567375D4AE6-png_jpg.rf.6c5947cf2ef2d18acf91d9b9beff00a5.jpg  \n",
            " extracting: /content/roboflow/train/images/-56EF2068-CDF4-4068-80A1-E567375D4AE6-png_jpg.rf.a182a0761f155d77388023588ae0e71b.jpg  \n",
            " extracting: /content/roboflow/train/images/-58A0B6C6-CAE2-41F9-9A9F-6B6E1A4EE492-png_jpg.rf.0aae21b427661e88571f61003188665c.jpg  \n",
            " extracting: /content/roboflow/train/images/-58A0B6C6-CAE2-41F9-9A9F-6B6E1A4EE492-png_jpg.rf.e384d91cfca864daef1918740af2e5f8.jpg  \n",
            " extracting: /content/roboflow/train/images/-59D02DDC-DB49-41DA-8B1F-33712FDE8CEE-png_jpg.rf.a51c60e8ddac07893b798dfe37166e08.jpg  \n",
            " extracting: /content/roboflow/train/images/-5A06964D-6D40-4132-A769-F21A3B8E1DAA-png_jpg.rf.23eb8e18f57961688762ab12eecca78a.jpg  \n",
            " extracting: /content/roboflow/train/images/-5A06964D-6D40-4132-A769-F21A3B8E1DAA-png_jpg.rf.5133afa053b6794e09eaf76b949e9bfc.jpg  \n",
            " extracting: /content/roboflow/train/images/-5A06964D-6D40-4132-A769-F21A3B8E1DAA-png_jpg.rf.d103137c9742172f4a51288bd8d6c911.jpg  \n",
            " extracting: /content/roboflow/train/images/-5AD2C6FA-9814-4CB1-822E-3A617443C49E-png_jpg.rf.352f72fb3c1f03f4bc2199c5d028fa56.jpg  \n",
            " extracting: /content/roboflow/train/images/-5AD2C6FA-9814-4CB1-822E-3A617443C49E-png_jpg.rf.47796466b9e235105d394f1228e9820a.jpg  \n",
            " extracting: /content/roboflow/train/images/-5AD2C6FA-9814-4CB1-822E-3A617443C49E-png_jpg.rf.806c85adc9ed91f41ae17ee68150a581.jpg  \n",
            " extracting: /content/roboflow/train/images/-5AD2C6FA-9814-4CB1-822E-3A617443C49E-png_jpg.rf.992eca39ae173547b0981c034bafcd17.jpg  \n",
            " extracting: /content/roboflow/train/images/-5AF06BED-94B4-4CFE-9682-4D5AB122CE95-png_jpg.rf.3920e57d79d8bff96a25743dd7e14139.jpg  \n",
            " extracting: /content/roboflow/train/images/-5AF06BED-94B4-4CFE-9682-4D5AB122CE95-png_jpg.rf.7d5cbb1e05d1af4b5ff46ada54034c90.jpg  \n",
            " extracting: /content/roboflow/train/images/-5AF06BED-94B4-4CFE-9682-4D5AB122CE95-png_jpg.rf.b90e1918612301149861d6d6296ed39b.jpg  \n",
            " extracting: /content/roboflow/train/images/-5AF06BED-94B4-4CFE-9682-4D5AB122CE95-png_jpg.rf.bf223143b74391876c63fca94bb10aa3.jpg  \n",
            " extracting: /content/roboflow/train/images/-5AF06BED-94B4-4CFE-9682-4D5AB122CE95-png_jpg.rf.db7e5cd3b27b90e4af9774d0996573ed.jpg  \n",
            " extracting: /content/roboflow/train/images/-5BAA1216-71C7-41C4-8494-D0AFE9C52AF5-png_jpg.rf.31c4a0776f533caa9f7a0d2c3e54ecf9.jpg  \n",
            " extracting: /content/roboflow/train/images/-5BAA1216-71C7-41C4-8494-D0AFE9C52AF5-png_jpg.rf.88524d2f7f76f65f6cf89e977dda938f.jpg  \n",
            " extracting: /content/roboflow/train/images/-5BAA1216-71C7-41C4-8494-D0AFE9C52AF5-png_jpg.rf.9ed379b5289788032e97e6ee9bdf1b4b.jpg  \n",
            " extracting: /content/roboflow/train/images/-5BAA1216-71C7-41C4-8494-D0AFE9C52AF5-png_jpg.rf.af3b24fe8280dd47b127a174701fe5ec.jpg  \n",
            " extracting: /content/roboflow/train/images/-5BB5033D-F96D-4681-808D-9BCBE7C2221E-png_jpg.rf.a860a747068e38ce5e0ed1e1e848c4e4.jpg  \n",
            " extracting: /content/roboflow/train/images/-5BB5033D-F96D-4681-808D-9BCBE7C2221E-png_jpg.rf.e6dc88a3f6f3d2c948f4b9bc693f2130.jpg  \n",
            " extracting: /content/roboflow/train/images/-5BB5033D-F96D-4681-808D-9BCBE7C2221E-png_jpg.rf.f9fc2c1ac63461c8d1e8040a4a9bf22c.jpg  \n",
            " extracting: /content/roboflow/train/images/-5BCD3433-D1A0-436B-B906-4809400FC43E-png_jpg.rf.44cb4bed453f9b9e96e8d3b7c12525da.jpg  \n",
            " extracting: /content/roboflow/train/images/-5C9472C7-6F7B-45B6-A2F4-0CE739421A98-png_jpg.rf.1a547558cb5e94c53ee40b4fed2df7d3.jpg  \n",
            " extracting: /content/roboflow/train/images/-5C9472C7-6F7B-45B6-A2F4-0CE739421A98-png_jpg.rf.69fa43c54691b5bc98d81226249dda72.jpg  \n",
            " extracting: /content/roboflow/train/images/-5C9472C7-6F7B-45B6-A2F4-0CE739421A98-png_jpg.rf.9a19b423db4f97d2956ec2979616e034.jpg  \n",
            " extracting: /content/roboflow/train/images/-5CEE3337-3AF2-49E4-AE4E-42B9E2E44512-png_jpg.rf.15994afd1c41bce663b5a8b057e8595a.jpg  \n",
            " extracting: /content/roboflow/train/images/-5CEE3337-3AF2-49E4-AE4E-42B9E2E44512-png_jpg.rf.8f56a788d1cccbbe0bd7571c57e6df6a.jpg  \n",
            " extracting: /content/roboflow/train/images/-5D5BA3F7-FDD8-4C19-8DAC-D5384A81B407-png_jpg.rf.2de8d3399fdddbd7ce4eb2016538fdc1.jpg  \n",
            " extracting: /content/roboflow/train/images/-5D890027-73FC-42D9-B3D5-2ED473A73B66-png_jpg.rf.8bead8d42701fa5db2a1414eaf2acd8c.jpg  \n",
            " extracting: /content/roboflow/train/images/-5D890027-73FC-42D9-B3D5-2ED473A73B66-png_jpg.rf.b7b28fbb88da95bb6a273e91541513d9.jpg  \n",
            " extracting: /content/roboflow/train/images/-5DB86A4E-D64A-4032-ACF4-957B38D438C9-png_jpg.rf.4b6181a8cc3875e9ba16c9ccbe402ee6.jpg  \n",
            " extracting: /content/roboflow/train/images/-5DB86A4E-D64A-4032-ACF4-957B38D438C9-png_jpg.rf.a0908d13fd4dfe3a8b8a85bef174f68f.jpg  \n",
            " extracting: /content/roboflow/train/images/-5E037376-5D27-4953-9841-0083E8D06D0B-png_jpg.rf.48eee56c0e6dc97f625fdb7efcf84a1c.jpg  \n",
            " extracting: /content/roboflow/train/images/-5E037376-5D27-4953-9841-0083E8D06D0B-png_jpg.rf.a8c9326f3d04d6b05c7e3567867d60b6.jpg  \n",
            " extracting: /content/roboflow/train/images/-5E492592-1503-4FFB-A59A-7C84C8FB58C8-png_jpg.rf.115c5c68d59d38c462f9fd25b11ae702.jpg  \n",
            " extracting: /content/roboflow/train/images/-5E492592-1503-4FFB-A59A-7C84C8FB58C8-png_jpg.rf.ae4d5287e29c1cb7f1dea005fde5c955.jpg  \n",
            " extracting: /content/roboflow/train/images/-5E492592-1503-4FFB-A59A-7C84C8FB58C8-png_jpg.rf.c2160842f293e07b19a220ac6bec55b4.jpg  \n",
            " extracting: /content/roboflow/train/images/-5E492592-1503-4FFB-A59A-7C84C8FB58C8-png_jpg.rf.c8a839c9cfee75031bb9d3bf24ae5287.jpg  \n",
            " extracting: /content/roboflow/train/images/-5E69D234-D9EE-4A15-ABEB-52BA04828890-png_jpg.rf.aa03c41762c0007ca461532836d7ac34.jpg  \n",
            " extracting: /content/roboflow/train/images/-5E8CB65C-3365-4514-AC80-892C8BF6B0BE-png_jpg.rf.56195a92b066678822b835b686eff5c4.jpg  \n",
            " extracting: /content/roboflow/train/images/-5E8CB65C-3365-4514-AC80-892C8BF6B0BE-png_jpg.rf.8787b9b25cd0fe6438187aefbb5710ee.jpg  \n",
            " extracting: /content/roboflow/train/images/-5E8CB65C-3365-4514-AC80-892C8BF6B0BE-png_jpg.rf.fb49f3dc5a76e99416ccf813eef005d6.jpg  \n",
            " extracting: /content/roboflow/train/images/-5EA2A12A-708A-4984-80AC-438C76933457-png_jpg.rf.5b88beca6a4b172819d857abb535f621.jpg  \n",
            " extracting: /content/roboflow/train/images/-5EA2A12A-708A-4984-80AC-438C76933457-png_jpg.rf.b55495f173d03f871dbef184e55c95d5.jpg  \n",
            " extracting: /content/roboflow/train/images/-5EA2A12A-708A-4984-80AC-438C76933457-png_jpg.rf.f29d09d41b81979e0cdac0643b886041.jpg  \n",
            " extracting: /content/roboflow/train/images/-5F381E05-B9B8-4054-8444-EFE81AA4B78C-png_jpg.rf.1345e72653f9b072b3682f35e4f7a04a.jpg  \n",
            " extracting: /content/roboflow/train/images/-5F381E05-B9B8-4054-8444-EFE81AA4B78C-png_jpg.rf.a25c792637fc37ceefa30d8b64ef683b.jpg  \n",
            " extracting: /content/roboflow/train/images/-608B1B77-EBBE-4E69-AB2F-13A3A5ED4C39-png_jpg.rf.00f6a849c15e89f6c5eac4319c7a4eb2.jpg  \n",
            " extracting: /content/roboflow/train/images/-611BF23F-5A2C-45D6-A4DC-033938DD1CA5-png_jpg.rf.5ce7789abd9ebe6425286dd94e4d491b.jpg  \n",
            " extracting: /content/roboflow/train/images/-611BF23F-5A2C-45D6-A4DC-033938DD1CA5-png_jpg.rf.b7c880b19993be198a8d6d4a12c67c08.jpg  \n",
            " extracting: /content/roboflow/train/images/-618A0E4F-DFF5-4624-B30C-9F657BE51772-png_jpg.rf.245b4ffe151ceaa103e203ee16d9791f.jpg  \n",
            " extracting: /content/roboflow/train/images/-618A0E4F-DFF5-4624-B30C-9F657BE51772-png_jpg.rf.3dbb7ce6ea6ff56c16797d8036038823.jpg  \n",
            " extracting: /content/roboflow/train/images/-618A0E4F-DFF5-4624-B30C-9F657BE51772-png_jpg.rf.6e60d944744468a2f03ab802ae3a10e4.jpg  \n",
            " extracting: /content/roboflow/train/images/-6254A622-2157-4AD7-BB2C-4A3F4E465B5A-png_jpg.rf.2584f3039cafb33c8f364b7edd0ffbec.jpg  \n",
            " extracting: /content/roboflow/train/images/-6254A622-2157-4AD7-BB2C-4A3F4E465B5A-png_jpg.rf.9feae64037c83d3ecbd75fb4ddbb5aca.jpg  \n",
            " extracting: /content/roboflow/train/images/-6254A622-2157-4AD7-BB2C-4A3F4E465B5A-png_jpg.rf.bd255007639ed347f699d11924bb7fdf.jpg  \n",
            " extracting: /content/roboflow/train/images/-62DA7C7D-C50D-40A7-87D1-DB8633F1F29D-png_jpg.rf.176a011effa3f056e57c01cc18abac68.jpg  \n",
            " extracting: /content/roboflow/train/images/-62DA7C7D-C50D-40A7-87D1-DB8633F1F29D-png_jpg.rf.2ecdc8145623b9bb566d93caa6e870ba.jpg  \n",
            " extracting: /content/roboflow/train/images/-62DA7C7D-C50D-40A7-87D1-DB8633F1F29D-png_jpg.rf.3d2f00497da02becbf6b6333303677c9.jpg  \n",
            " extracting: /content/roboflow/train/images/-62DA7C7D-C50D-40A7-87D1-DB8633F1F29D-png_jpg.rf.8280bb5123bdbd40ec187152bac42efa.jpg  \n",
            " extracting: /content/roboflow/train/images/-62DA7C7D-C50D-40A7-87D1-DB8633F1F29D-png_jpg.rf.880313dccc6f42e8df1b906cf5aa3532.jpg  \n",
            " extracting: /content/roboflow/train/images/-63A3759B-1595-4A66-BB62-1E7F580BA753-png_jpg.rf.1572acdf2a79c5765d1d804cfdfa4da2.jpg  \n",
            " extracting: /content/roboflow/train/images/-63A3759B-1595-4A66-BB62-1E7F580BA753-png_jpg.rf.47f72e03d664342ddc493f97b5c8bccd.jpg  \n",
            " extracting: /content/roboflow/train/images/-63A3759B-1595-4A66-BB62-1E7F580BA753-png_jpg.rf.ff90667c2b62ff5f2c0b862a6d58832c.jpg  \n",
            " extracting: /content/roboflow/train/images/-66F945A5-3856-4F91-9EDD-6EF4833F57FA-png_jpg.rf.758c93cfc8da508c07eb7635fb73c884.jpg  \n",
            " extracting: /content/roboflow/train/images/-6895811E-6E26-4DBD-A7ED-F7A529684BBA-png_jpg.rf.35f33c4cafc8ab1b5bb0ea93172ed1ee.jpg  \n",
            " extracting: /content/roboflow/train/images/-6895811E-6E26-4DBD-A7ED-F7A529684BBA-png_jpg.rf.6f0973c326bae6f41a74e148bd895df3.jpg  \n",
            " extracting: /content/roboflow/train/images/-6895811E-6E26-4DBD-A7ED-F7A529684BBA-png_jpg.rf.8e2b822b2a997092ce5f0e6931310e15.jpg  \n",
            " extracting: /content/roboflow/train/images/-6D8CF994-CDAD-4784-9A07-C91C6EEDA073-png_jpg.rf.1f0c1a5104a90548d907e4543808118c.jpg  \n",
            " extracting: /content/roboflow/train/images/-6D8CF994-CDAD-4784-9A07-C91C6EEDA073-png_jpg.rf.371b8eb05d76403e70bfd203cb1a748d.jpg  \n",
            " extracting: /content/roboflow/train/images/-6D8CF994-CDAD-4784-9A07-C91C6EEDA073-png_jpg.rf.9e819f5f62addf5621d4e315b3764b76.jpg  \n",
            " extracting: /content/roboflow/train/images/-6D8CF994-CDAD-4784-9A07-C91C6EEDA073-png_jpg.rf.b3d7d0ed9611be04c93509bbbbdbe78c.jpg  \n",
            " extracting: /content/roboflow/train/images/-6D8CF994-CDAD-4784-9A07-C91C6EEDA073-png_jpg.rf.ee54bab4e80a8e800ea186d8db32f0cc.jpg  \n",
            " extracting: /content/roboflow/train/images/-8561227C-3731-4CFC-9FE9-2715B581C159-png_jpg.rf.414fa70ce44484b8ac802741157fde6c.jpg  \n",
            " extracting: /content/roboflow/train/images/-8561227C-3731-4CFC-9FE9-2715B581C159-png_jpg.rf.9ae9098af7787619adb654f3a4ba145b.jpg  \n",
            " extracting: /content/roboflow/train/images/-B3FF9CBC-6C9F-4BDD-B814-790723E32E98-png_jpg.rf.2b505a9e6485350aefccde0f7246c663.jpg  \n",
            " extracting: /content/roboflow/train/images/-B41BBCCE-A512-4CBA-94C0-D236EC1DEBA1-png_jpg.rf.8ea69309323fe16d2de2dc8fc05b803e.jpg  \n",
            " extracting: /content/roboflow/train/images/-B41BBCCE-A512-4CBA-94C0-D236EC1DEBA1-png_jpg.rf.bc4f984c101076b8717cba2f9ee0a3e7.jpg  \n",
            " extracting: /content/roboflow/train/images/-B41BBCCE-A512-4CBA-94C0-D236EC1DEBA1-png_jpg.rf.cd9066e20ef058ae5748351dc738c155.jpg  \n",
            " extracting: /content/roboflow/train/images/-B4B37676-C20D-4C4F-BD6A-2A3A1EEF7AEF-png_jpg.rf.69fc1df8a9cbf61deb3fe992bd24c8e7.jpg  \n",
            " extracting: /content/roboflow/train/images/-B4B37676-C20D-4C4F-BD6A-2A3A1EEF7AEF-png_jpg.rf.d94fc0ff30073998e28f67235813d745.jpg  \n",
            " extracting: /content/roboflow/train/images/-B4C05A41-CD1A-4081-9609-EEFF67F464BE-png_jpg.rf.0a2b1ab7959a58f917a71c16ca2e568b.jpg  \n",
            " extracting: /content/roboflow/train/images/-B4C05A41-CD1A-4081-9609-EEFF67F464BE-png_jpg.rf.77a71e71ed2313b4511e42d197bfa4e0.jpg  \n",
            " extracting: /content/roboflow/train/images/-B4C05A41-CD1A-4081-9609-EEFF67F464BE-png_jpg.rf.bf9e6ca5f6388a760666c31c8a2591b9.jpg  \n",
            " extracting: /content/roboflow/train/images/-B545A484-7AEC-4211-AE64-92650557307F-png_jpg.rf.4ddee74adf1f6530a3fd5d67d0aabdaa.jpg  \n",
            " extracting: /content/roboflow/train/images/-B545A484-7AEC-4211-AE64-92650557307F-png_jpg.rf.a7c26a584f9771e235da4a367d0f0ed7.jpg  \n",
            " extracting: /content/roboflow/train/images/-B545A484-7AEC-4211-AE64-92650557307F-png_jpg.rf.d715e47ee313db20712b7dfd765583d9.jpg  \n",
            " extracting: /content/roboflow/train/images/-B545A484-7AEC-4211-AE64-92650557307F-png_jpg.rf.def61ab913ed3030fb5ec23b3907720b.jpg  \n",
            " extracting: /content/roboflow/train/images/-B545A484-7AEC-4211-AE64-92650557307F-png_jpg.rf.f367255c0b9b273d39ecfdadb777b847.jpg  \n",
            " extracting: /content/roboflow/train/images/-B59BC424-0AB7-4880-82A8-54AC24CC8C85-png_jpg.rf.5cd322527826b9a9a6783759a9a0edc8.jpg  \n",
            " extracting: /content/roboflow/train/images/-B59BC424-0AB7-4880-82A8-54AC24CC8C85-png_jpg.rf.90ba7a6b4d65de47389f5eda9a824102.jpg  \n",
            " extracting: /content/roboflow/train/images/-B59BC424-0AB7-4880-82A8-54AC24CC8C85-png_jpg.rf.d74217d0cf0c0efeb10cedc1dbeafefb.jpg  \n",
            " extracting: /content/roboflow/train/images/-B6D061C7-37D5-4849-8F5F-2F1BEBFAE4D2-png_jpg.rf.01892147725b9f0dd8b37fff8fb3a150.jpg  \n",
            " extracting: /content/roboflow/train/images/-B6D061C7-37D5-4849-8F5F-2F1BEBFAE4D2-png_jpg.rf.3f8958e91dce21e906bb3b3f6a1772f2.jpg  \n",
            " extracting: /content/roboflow/train/images/-B7C16E32-9846-40EF-8C8E-B26051E149DF-png_jpg.rf.143fc2ff844ffcffe440c6ac9b8f3e8a.jpg  \n",
            " extracting: /content/roboflow/train/images/-B7C16E32-9846-40EF-8C8E-B26051E149DF-png_jpg.rf.444be3ebff7c0f3af2b28e7fee799fa1.jpg  \n",
            " extracting: /content/roboflow/train/images/-B8116B0D-7D32-4C4A-9F5D-D72766C72DB5-png_jpg.rf.5e99dded84c7c17c5f85fc536ee755ef.jpg  \n",
            " extracting: /content/roboflow/train/images/-B8116B0D-7D32-4C4A-9F5D-D72766C72DB5-png_jpg.rf.800fbc3d95ea135abc96306d4bb32616.jpg  \n",
            " extracting: /content/roboflow/train/images/-B83337D2-1F91-4346-B7A4-222F8A45CBF0-png_jpg.rf.097fec857d13e551e27d303c7f794221.jpg  \n",
            " extracting: /content/roboflow/train/images/-B83337D2-1F91-4346-B7A4-222F8A45CBF0-png_jpg.rf.d637bf2ebe48508237fd1d472cb4e5ae.jpg  \n",
            " extracting: /content/roboflow/train/images/-B8DB5A5A-AB24-4C45-BC0F-6F213320FE7B-png_jpg.rf.cc99f8cf0900582f194ad537d5c8d408.jpg  \n",
            " extracting: /content/roboflow/train/images/-B9AA9C0E-404F-4AB4-B015-183269CB4261-png_jpg.rf.4af4e65f68ab61a1737bbf7128bf5b24.jpg  \n",
            " extracting: /content/roboflow/train/images/-B9AA9C0E-404F-4AB4-B015-183269CB4261-png_jpg.rf.743f7651e7d1bf9d2343df8907d4bd3a.jpg  \n",
            " extracting: /content/roboflow/train/images/-B9AA9C0E-404F-4AB4-B015-183269CB4261-png_jpg.rf.972a41e58d05ac18c52c07b6be1e9ebd.jpg  \n",
            " extracting: /content/roboflow/train/images/-B9AA9C0E-404F-4AB4-B015-183269CB4261-png_jpg.rf.c00713cf35102e3bffff728fdeaedd86.jpg  \n",
            " extracting: /content/roboflow/train/images/-BAAC60D7-E665-4186-BAA3-B3E20F8D397C-png_jpg.rf.1d79d8a0cdb510193159cc593c6c31c2.jpg  \n",
            " extracting: /content/roboflow/train/images/-BAAC60D7-E665-4186-BAA3-B3E20F8D397C-png_jpg.rf.a92a2fdda1e2f57f0141eb858c941e85.jpg  \n",
            " extracting: /content/roboflow/train/images/-BABD5091-6597-40E1-82D1-29A0F4DCD9E0-png_jpg.rf.4067813e478b45a894222b002779c736.jpg  \n",
            " extracting: /content/roboflow/train/images/-BABD5091-6597-40E1-82D1-29A0F4DCD9E0-png_jpg.rf.80cd8bf494d14cbe18fa412938ea28aa.jpg  \n",
            " extracting: /content/roboflow/train/images/-BABD5091-6597-40E1-82D1-29A0F4DCD9E0-png_jpg.rf.95ce716d11403beb96f69874d8ee2723.jpg  \n",
            " extracting: /content/roboflow/train/images/-BAE1D45C-2B9A-4C23-AB1D-BD0C25964678-png_jpg.rf.6901ba9e499d2de6667fe7305b749f74.jpg  \n",
            " extracting: /content/roboflow/train/images/-BAEF245D-475F-4C90-807D-558E1FFFBF2A-png_jpg.rf.2ea0e2947d00ee228300bf1881e99667.jpg  \n",
            " extracting: /content/roboflow/train/images/-BBC6D213-1075-48CE-B772-FDD44F34A3E7-png_jpg.rf.5ae3fecd8f133ab79a6a9cf0f31940ed.jpg  \n",
            " extracting: /content/roboflow/train/images/-BBC6D213-1075-48CE-B772-FDD44F34A3E7-png_jpg.rf.a56ae965bed605b75841f48eac6f3ded.jpg  \n",
            " extracting: /content/roboflow/train/images/-BBD3A9D1-8F01-497D-BBD8-C864EF1F4689-png_jpg.rf.155b5d223f0a17365c7fb79f0c15ed1e.jpg  \n",
            " extracting: /content/roboflow/train/images/-BCD3FEC3-6941-430A-A64B-5E445E741343-png_jpg.rf.6c3401033c83ce806d20a6203cb405a7.jpg  \n",
            " extracting: /content/roboflow/train/images/-BD23F506-8DE9-4C71-B79A-585BF30E68A5-png_jpg.rf.6e4d815775b8cc857b763306dc421a64.jpg  \n",
            " extracting: /content/roboflow/train/images/-BD23F506-8DE9-4C71-B79A-585BF30E68A5-png_jpg.rf.dcd439c2f03df8d977281b8963951349.jpg  \n",
            " extracting: /content/roboflow/train/images/-BD23F506-8DE9-4C71-B79A-585BF30E68A5-png_jpg.rf.e8a916add8a95780175c54c5a290b7ba.jpg  \n",
            " extracting: /content/roboflow/train/images/-BD499523-8602-4C68-8E63-FCE23A82AA16-png_jpg.rf.0f18485c9dc30dbfa0caedadd2c0b3e0.jpg  \n",
            " extracting: /content/roboflow/train/images/-BD499523-8602-4C68-8E63-FCE23A82AA16-png_jpg.rf.1a45a36b99c20368fcbbf1bf95ca122b.jpg  \n",
            " extracting: /content/roboflow/train/images/-BD499523-8602-4C68-8E63-FCE23A82AA16-png_jpg.rf.3ea957516d522e9889f86ee9474fd7d6.jpg  \n",
            " extracting: /content/roboflow/train/images/-BD499523-8602-4C68-8E63-FCE23A82AA16-png_jpg.rf.7db411b1db858b8a64cc501b0d40b9f2.jpg  \n",
            " extracting: /content/roboflow/train/images/-BE1B7E1A-3BF4-44E6-A49D-E46AC48D77B0-png_jpg.rf.23a5e57577e684c76af861a64293e1c0.jpg  \n",
            " extracting: /content/roboflow/train/images/-BE1B7E1A-3BF4-44E6-A49D-E46AC48D77B0-png_jpg.rf.713a01a5f7cbd718bb62a4f255a1115e.jpg  \n",
            " extracting: /content/roboflow/train/images/-BE1B7E1A-3BF4-44E6-A49D-E46AC48D77B0-png_jpg.rf.ec6d050673c7927d4b6447d55f42fc3d.jpg  \n",
            " extracting: /content/roboflow/train/images/-BE412F80-6FDD-4522-8C6B-D26DA55927F5-png_jpg.rf.94f99f81688c6d7dc47d85cc7432837b.jpg  \n",
            " extracting: /content/roboflow/train/images/-BE412F80-6FDD-4522-8C6B-D26DA55927F5-png_jpg.rf.ee07adbe8d981be4a41496d499fcb643.jpg  \n",
            " extracting: /content/roboflow/train/images/-BEACF130-F07D-4352-87CF-2BBC32A8C5AC-png_jpg.rf.c6ac850564a35b30a16978b3d6632d78.jpg  \n",
            " extracting: /content/roboflow/train/images/-BF27E7F2-0C42-45C0-A751-91723B77D799-png_jpg.rf.01d3deeed03cf258e1da0c052da6a4b6.jpg  \n",
            " extracting: /content/roboflow/train/images/-BF27E7F2-0C42-45C0-A751-91723B77D799-png_jpg.rf.3a20e9ca1b316560480aa57d8dae996f.jpg  \n",
            " extracting: /content/roboflow/train/images/-BF27E7F2-0C42-45C0-A751-91723B77D799-png_jpg.rf.67cd96f2a37df0c24268a13068791f80.jpg  \n",
            " extracting: /content/roboflow/train/images/-BF27E7F2-0C42-45C0-A751-91723B77D799-png_jpg.rf.9df9ffb3852cf8da433fbd99a4836ee7.jpg  \n",
            " extracting: /content/roboflow/train/images/-C006FC45-64AF-4FA9-B836-17F1DE49F186-png_jpg.rf.c7f9660056a4d4c88421697ac5d49b9c.jpg  \n",
            " extracting: /content/roboflow/train/images/-C04C7AD3-AEAC-4250-9856-9D1606800D44-png_jpg.rf.7253e85a4024a26d535cbfc727d1d607.jpg  \n",
            " extracting: /content/roboflow/train/images/-C04C7AD3-AEAC-4250-9856-9D1606800D44-png_jpg.rf.da542db1e5e05e94e908d30d4524140b.jpg  \n",
            " extracting: /content/roboflow/train/images/-C0A680DB-DB9F-47C7-BE3B-74E6A294E203-png_jpg.rf.357de203d2ce40c47a12a8ea1a11f861.jpg  \n",
            " extracting: /content/roboflow/train/images/-C0A680DB-DB9F-47C7-BE3B-74E6A294E203-png_jpg.rf.77104ea950ab3ebcc252acdd3454c24f.jpg  \n",
            " extracting: /content/roboflow/train/images/-C0A680DB-DB9F-47C7-BE3B-74E6A294E203-png_jpg.rf.c246d6baa55c794640988a6851710424.jpg  \n",
            " extracting: /content/roboflow/train/images/-C182A49E-641F-4C62-A54F-86397CBD2780-png_jpg.rf.0c2cfdfa50e493a68c362b357c01a772.jpg  \n",
            " extracting: /content/roboflow/train/images/-C182A49E-641F-4C62-A54F-86397CBD2780-png_jpg.rf.3a4045dbef361352c5146668adf29f91.jpg  \n",
            " extracting: /content/roboflow/train/images/-C182A49E-641F-4C62-A54F-86397CBD2780-png_jpg.rf.3cddb69cd28a9fd8babf31e208c03e36.jpg  \n",
            " extracting: /content/roboflow/train/images/-C182A49E-641F-4C62-A54F-86397CBD2780-png_jpg.rf.6f9cb77b6f8edea81d8ab1f87914dd82.jpg  \n",
            " extracting: /content/roboflow/train/images/-C182A49E-641F-4C62-A54F-86397CBD2780-png_jpg.rf.97fadbee4a9f2e8e06b813fbd3b44488.jpg  \n",
            " extracting: /content/roboflow/train/images/-C182A49E-641F-4C62-A54F-86397CBD2780-png_jpg.rf.be6d753cb9293c52ce2386df0bcc885e.jpg  \n",
            " extracting: /content/roboflow/train/images/-C2D8DECE-2C51-4217-9B45-88F76CBC1D6C-png_jpg.rf.49688f19da898e0a1a1eb8f88bbb3d00.jpg  \n",
            " extracting: /content/roboflow/train/images/-C2D8DECE-2C51-4217-9B45-88F76CBC1D6C-png_jpg.rf.c132a755433ecaff7796e1420977d5e8.jpg  \n",
            " extracting: /content/roboflow/train/images/-C2DEBBE3-7D35-4B32-8AC1-D9271147FDB7-png_jpg.rf.e66966b0d1046f99189f175fcc442dc6.jpg  \n",
            " extracting: /content/roboflow/train/images/-C3D83141-091E-44E3-B5AF-321A93A32FD2-png_jpg.rf.29ed987d3485b5386277f43f007d57e6.jpg  \n",
            " extracting: /content/roboflow/train/images/-C4FB6EE5-2134-4252-A3E7-FCE53E7F5D62-png_jpg.rf.5ae390f28b530282c7f0d28f6138b8b3.jpg  \n",
            " extracting: /content/roboflow/train/images/-C68F6C52-A1C7-4769-BF21-99923AA98C04-png_jpg.rf.17f638918c009e8a46dd48945b71a3af.jpg  \n",
            " extracting: /content/roboflow/train/images/-C68F6C52-A1C7-4769-BF21-99923AA98C04-png_jpg.rf.a42b5bcca8a30db9843afef6f67378aa.jpg  \n",
            " extracting: /content/roboflow/train/images/-C6E3BB9A-DF12-4C1E-B325-8480F9DDDF74-png_jpg.rf.351e1895526197d9440db4126b153f74.jpg  \n",
            " extracting: /content/roboflow/train/images/-C6E3BB9A-DF12-4C1E-B325-8480F9DDDF74-png_jpg.rf.49e262608b25ed773ac0d5d43e772c91.jpg  \n",
            " extracting: /content/roboflow/train/images/-C6E3BB9A-DF12-4C1E-B325-8480F9DDDF74-png_jpg.rf.b258fe381e6c063415a314eb3f5c3739.jpg  \n",
            " extracting: /content/roboflow/train/images/-C8A077AE-C474-4AAB-A0E4-24F4F9266447-png_jpg.rf.99e597a56f0d814d096066213a7d0507.jpg  \n",
            " extracting: /content/roboflow/train/images/-C8A077AE-C474-4AAB-A0E4-24F4F9266447-png_jpg.rf.ae394ed2e55c86946a12bed94cbe6423.jpg  \n",
            " extracting: /content/roboflow/train/images/-C8A077AE-C474-4AAB-A0E4-24F4F9266447-png_jpg.rf.b0fecf23aca544d5b4e61b5d04f71225.jpg  \n",
            " extracting: /content/roboflow/train/images/-C8A077AE-C474-4AAB-A0E4-24F4F9266447-png_jpg.rf.c34c23d11168008fe10feb0e18b8e1da.jpg  \n",
            " extracting: /content/roboflow/train/images/-C8A077AE-C474-4AAB-A0E4-24F4F9266447-png_jpg.rf.d9f1f779a2c8eae9e49e51134f012b83.jpg  \n",
            " extracting: /content/roboflow/train/images/-C8A077AE-C474-4AAB-A0E4-24F4F9266447-png_jpg.rf.e76de6f3a84a7dd212de2760be9e3ab2.jpg  \n",
            " extracting: /content/roboflow/train/images/-C94776E1-EF34-4408-A9D3-69BE388FC761-png_jpg.rf.bd68e14c796dd6da217c8edae3d9b696.jpg  \n",
            " extracting: /content/roboflow/train/images/-C96EB60C-375E-476D-8D20-3643A20C26B5-png_jpg.rf.b3c0b8fcb331817dec2e357ad2668f6e.jpg  \n",
            " extracting: /content/roboflow/train/images/-CA63295D-EEBE-42A2-943B-25B1D28D5745-png_jpg.rf.4b1a3d0214bf5d126ca429bd50676719.jpg  \n",
            " extracting: /content/roboflow/train/images/-CA63295D-EEBE-42A2-943B-25B1D28D5745-png_jpg.rf.e0d7ed2b94439c182d556f6044dbc5ca.jpg  \n",
            " extracting: /content/roboflow/train/images/-CB279B0A-743F-4855-AE98-C9A9D0E40A22-png_jpg.rf.5432da281c3dea833c1b95a0f6b22d18.jpg  \n",
            " extracting: /content/roboflow/train/images/-CB279B0A-743F-4855-AE98-C9A9D0E40A22-png_jpg.rf.9a8c2f0d5d7a8ffbd53bde1cdd8d1fb3.jpg  \n",
            " extracting: /content/roboflow/train/images/-CCEF01A1-0F47-495F-A37B-F77800A03B07-png_jpg.rf.1b9c4514fe14decf92c89be3f29cf418.jpg  \n",
            " extracting: /content/roboflow/train/images/-CCEF01A1-0F47-495F-A37B-F77800A03B07-png_jpg.rf.3f26e77349877835f1582877df546808.jpg  \n",
            " extracting: /content/roboflow/train/images/-CCFB44DE-C25D-4C37-981B-6DBCB4F963AB-png_jpg.rf.28a156ec5eb67d24c6ae204d9a6ee477.jpg  \n",
            " extracting: /content/roboflow/train/images/-CCFB44DE-C25D-4C37-981B-6DBCB4F963AB-png_jpg.rf.5f239b9be3cd2a4923df44f5fbcdc358.jpg  \n",
            " extracting: /content/roboflow/train/images/-CF18C7DF-3DC1-4F14-A3B1-8521CEE36C3E-png_jpg.rf.68d4b777508c3c3b0ab0b2440f2ac55a.jpg  \n",
            " extracting: /content/roboflow/train/images/-CF18C7DF-3DC1-4F14-A3B1-8521CEE36C3E-png_jpg.rf.93805e58d76d084a983fc1dc8eb7ab18.jpg  \n",
            " extracting: /content/roboflow/train/images/-CF18C7DF-3DC1-4F14-A3B1-8521CEE36C3E-png_jpg.rf.bbcbbaf8842fc742149641faa83178e4.jpg  \n",
            " extracting: /content/roboflow/train/images/-CF2B7A09-EC0C-4B1D-BDA5-7FD52B39F0F8-png_jpg.rf.f70c5120aebea229bbbfd4156facc3fe.jpg  \n",
            " extracting: /content/roboflow/train/images/-CF43F395-72F5-4264-B3F8-6B49D71F17FA-png_jpg.rf.0cbeb329b2e9ca7c744e2f8144063f45.jpg  \n",
            " extracting: /content/roboflow/train/images/-CF43F395-72F5-4264-B3F8-6B49D71F17FA-png_jpg.rf.12c97fd509278dcc60b6e7995cc8d068.jpg  \n",
            " extracting: /content/roboflow/train/images/-CF43F395-72F5-4264-B3F8-6B49D71F17FA-png_jpg.rf.82ce8d7c41153dc341f9072f00fd2941.jpg  \n",
            " extracting: /content/roboflow/train/images/-CF43F395-72F5-4264-B3F8-6B49D71F17FA-png_jpg.rf.9ae43289849cb817581b723168c20d19.jpg  \n",
            " extracting: /content/roboflow/train/images/-CF43F395-72F5-4264-B3F8-6B49D71F17FA-png_jpg.rf.b21133aa71c8da94461c5dc0bce65d89.jpg  \n",
            " extracting: /content/roboflow/train/images/-CFB928D0-84D7-4021-B542-4F3E73E475AE-png_jpg.rf.18fd6b9236fa6ef7c5a20c3752f60c58.jpg  \n",
            " extracting: /content/roboflow/train/images/-CFB928D0-84D7-4021-B542-4F3E73E475AE-png_jpg.rf.857311af124b9bd179972d59958a0540.jpg  \n",
            " extracting: /content/roboflow/train/images/-CFB928D0-84D7-4021-B542-4F3E73E475AE-png_jpg.rf.94083ab8d1377f0ef56f47828693133f.jpg  \n",
            " extracting: /content/roboflow/train/images/-CFB928D0-84D7-4021-B542-4F3E73E475AE-png_jpg.rf.a2b4756d881be9c50fbb4182c1d89d87.jpg  \n",
            " extracting: /content/roboflow/train/images/-CFB928D0-84D7-4021-B542-4F3E73E475AE-png_jpg.rf.cdcaa83f6f6f7755f09a21afba8b7d70.jpg  \n",
            " extracting: /content/roboflow/train/images/-CFB928D0-84D7-4021-B542-4F3E73E475AE-png_jpg.rf.ee5738df56eb228632a56375e35b1401.jpg  \n",
            " extracting: /content/roboflow/train/images/-D033F88A-8CE6-40D3-9005-E2697DC83F11-png_jpg.rf.056910492941d8957389fe50432346c8.jpg  \n",
            " extracting: /content/roboflow/train/images/-D033F88A-8CE6-40D3-9005-E2697DC83F11-png_jpg.rf.3da9ec4b863f8aa4d14ddc3ce3f74abd.jpg  \n",
            " extracting: /content/roboflow/train/images/-D033F88A-8CE6-40D3-9005-E2697DC83F11-png_jpg.rf.a6c7da8ffab42bbe94ff7326ba27605f.jpg  \n",
            " extracting: /content/roboflow/train/images/-D2C63838-6966-45B0-99FF-C22521BF9149-png_jpg.rf.1767ba0e9815542f1b01f0b1ba560d15.jpg  \n",
            " extracting: /content/roboflow/train/images/-D2C63838-6966-45B0-99FF-C22521BF9149-png_jpg.rf.68f2491a7d1c74d5ffbd51c2f9867edd.jpg  \n",
            " extracting: /content/roboflow/train/images/-D2C63838-6966-45B0-99FF-C22521BF9149-png_jpg.rf.8e8b1ff5fbe5c8735f154d9d0d6a8751.jpg  \n",
            " extracting: /content/roboflow/train/images/-D2C63838-6966-45B0-99FF-C22521BF9149-png_jpg.rf.b9c536f9e126e5fd8e8db057b333687c.jpg  \n",
            " extracting: /content/roboflow/train/images/-D328ABF6-BE7D-4800-92FD-89B13D699867-png_jpg.rf.71f5879808b56f398add28278840db9d.jpg  \n",
            " extracting: /content/roboflow/train/images/-D328ABF6-BE7D-4800-92FD-89B13D699867-png_jpg.rf.e49ac0c8260b95af15ca6bf076e22190.jpg  \n",
            " extracting: /content/roboflow/train/images/-D328ABF6-BE7D-4800-92FD-89B13D699867-png_jpg.rf.e9bc54401ee8d930fc5264b03dd096a1.jpg  \n",
            " extracting: /content/roboflow/train/images/-D3D7864A-309B-4CE0-B18F-3CAC8DFD86D4-png_jpg.rf.26b4c2009c6d7eddb3c7e6ebe6ef6c7e.jpg  \n",
            " extracting: /content/roboflow/train/images/-D3D7864A-309B-4CE0-B18F-3CAC8DFD86D4-png_jpg.rf.5860587903e1a5981c958a704c3ab8f8.jpg  \n",
            " extracting: /content/roboflow/train/images/-D3D7864A-309B-4CE0-B18F-3CAC8DFD86D4-png_jpg.rf.61ac27d72a2e3f1c50644c88b6542671.jpg  \n",
            " extracting: /content/roboflow/train/images/-D3ED54BD-094A-471D-A8A9-C1A7B3262064-png_jpg.rf.150f688a727c57a25844ed611d8dfbc8.jpg  \n",
            " extracting: /content/roboflow/train/images/-D3ED54BD-094A-471D-A8A9-C1A7B3262064-png_jpg.rf.231c7f0c0f7c5ed7ab304a70db615094.jpg  \n",
            " extracting: /content/roboflow/train/images/-D85575CA-53D0-451F-AAD8-3F9BE76F9E52-png_jpg.rf.c85678554b05c36f1e0f2eba1abff3a0.jpg  \n",
            " extracting: /content/roboflow/train/images/-D92BD235-F2FB-41AB-AA48-E1BDDB51D6E4-png_jpg.rf.7573d661453c92969304998f1f19e685.jpg  \n",
            " extracting: /content/roboflow/train/images/-D92BD235-F2FB-41AB-AA48-E1BDDB51D6E4-png_jpg.rf.7ba7784b961f61dc7dd5cc56cc1aae52.jpg  \n",
            " extracting: /content/roboflow/train/images/-D92BD235-F2FB-41AB-AA48-E1BDDB51D6E4-png_jpg.rf.d5a9747dea0e2b4e3da5970fe665b5f6.jpg  \n",
            " extracting: /content/roboflow/train/images/-D92BD235-F2FB-41AB-AA48-E1BDDB51D6E4-png_jpg.rf.ea13b2227f80206e6f8b1b1f3c12fc84.jpg  \n",
            " extracting: /content/roboflow/train/images/-D994F2C9-B00C-45AB-B918-A4F8AB66DE71-png_jpg.rf.a34349ae1cb14ae1a82e2b448002eb91.jpg  \n",
            " extracting: /content/roboflow/train/images/-DA921E8A-7BF2-44DE-AD8F-0C17D388AABD-png_jpg.rf.7115845d3639a9482fd9ccca21db5455.jpg  \n",
            " extracting: /content/roboflow/train/images/-DA921E8A-7BF2-44DE-AD8F-0C17D388AABD-png_jpg.rf.90ac54a4555af799846e5593789afefe.jpg  \n",
            " extracting: /content/roboflow/train/images/-DC6190CE-238A-4C11-A283-27ADC0D9C646-png_jpg.rf.a0a623470e7347eff9a92b4ac9a9bab3.jpg  \n",
            " extracting: /content/roboflow/train/images/-DC6190CE-238A-4C11-A283-27ADC0D9C646-png_jpg.rf.b879beb7ddae7ea75963cfde3339890f.jpg  \n",
            " extracting: /content/roboflow/train/images/-DCC10965-2F71-42B2-8751-833FAFC81B07-png_jpg.rf.390f84b73564e69ced80759cd4443745.jpg  \n",
            " extracting: /content/roboflow/train/images/-DCC10965-2F71-42B2-8751-833FAFC81B07-png_jpg.rf.5551dbaa5f1473c0f843889afc8163ac.jpg  \n",
            " extracting: /content/roboflow/train/images/-DCC10965-2F71-42B2-8751-833FAFC81B07-png_jpg.rf.775856bfd10164bfa37563cb75b8f7a4.jpg  \n",
            " extracting: /content/roboflow/train/images/-DCC10965-2F71-42B2-8751-833FAFC81B07-png_jpg.rf.7b34de592c5f88ffa2829848c6947ab2.jpg  \n",
            " extracting: /content/roboflow/train/images/-DCC10965-2F71-42B2-8751-833FAFC81B07-png_jpg.rf.911aa14c7ab29f9339dcfa4865aa7822.jpg  \n",
            " extracting: /content/roboflow/train/images/-DCC10965-2F71-42B2-8751-833FAFC81B07-png_jpg.rf.a0859586f13dc4472e327b4d78e903ad.jpg  \n",
            " extracting: /content/roboflow/train/images/-DD01F5C8-2930-4A6A-A022-E44F4091A9D7-png_jpg.rf.8e47e9bab9cec21ff1be2e3b2c98d9c7.jpg  \n",
            " extracting: /content/roboflow/train/images/-DD356F9E-7CE3-47E6-AE8E-811CCE8A92CA-png_jpg.rf.52cb59bd027b50002de8b6672177f409.jpg  \n",
            " extracting: /content/roboflow/train/images/-DD356F9E-7CE3-47E6-AE8E-811CCE8A92CA-png_jpg.rf.62d298b97f737685114a7c1b133addfd.jpg  \n",
            " extracting: /content/roboflow/train/images/-DD356F9E-7CE3-47E6-AE8E-811CCE8A92CA-png_jpg.rf.95bfcc97273049fc753076a401f1a942.jpg  \n",
            " extracting: /content/roboflow/train/images/-DD356F9E-7CE3-47E6-AE8E-811CCE8A92CA-png_jpg.rf.a027070959705710f1a59b0060c642ec.jpg  \n",
            " extracting: /content/roboflow/train/images/-DE1082FD-0948-4DF8-ABB3-902022027FE2-png_jpg.rf.8378a97ee9bb55bdde9ee3521e0b9cfb.jpg  \n",
            " extracting: /content/roboflow/train/images/-DE24E442-B2F4-43B7-8741-6AA037A20D4E-png_jpg.rf.04d5fa11fdb82221218b3a4fef3d4222.jpg  \n",
            " extracting: /content/roboflow/train/images/-DE24E442-B2F4-43B7-8741-6AA037A20D4E-png_jpg.rf.e4579de8f1a9102755f023981f013219.jpg  \n",
            " extracting: /content/roboflow/train/images/-DE24E442-B2F4-43B7-8741-6AA037A20D4E-png_jpg.rf.ff1331b4f3013ddcc361a02cab2ea6ed.jpg  \n",
            " extracting: /content/roboflow/train/images/-DF6ABE64-1B3B-4148-A35F-D957221C40B7-png_jpg.rf.0fa68f168bcf1fdbd0232efc04716177.jpg  \n",
            " extracting: /content/roboflow/train/images/-DF6ABE64-1B3B-4148-A35F-D957221C40B7-png_jpg.rf.9fa88ff60e5facb2a1db30adcbf8cd41.jpg  \n",
            " extracting: /content/roboflow/train/images/-E0F2527D-3B61-4274-8655-B807876330E9-png_jpg.rf.02753b869d26663876234e8e24871398.jpg  \n",
            " extracting: /content/roboflow/train/images/-E1655382-7FF5-4725-9C33-D894A3A0881E-png_jpg.rf.588520adacbd90753e4fdc567da73913.jpg  \n",
            " extracting: /content/roboflow/train/images/-E1655382-7FF5-4725-9C33-D894A3A0881E-png_jpg.rf.5bbc30c5c8df8ed94edb5f4c22efb341.jpg  \n",
            " extracting: /content/roboflow/train/images/-E169C681-EEF4-4F14-8884-D6C35F9A4005-png_jpg.rf.a6e0194fd68924ef4e303aae8b246aa9.jpg  \n",
            " extracting: /content/roboflow/train/images/-E169C681-EEF4-4F14-8884-D6C35F9A4005-png_jpg.rf.aee4be73d758869e274eac7c01f6c4e3.jpg  \n",
            " extracting: /content/roboflow/train/images/-E39DE576-0BDF-4674-9CCE-4780BD8A5744-png_jpg.rf.5763108a8dd3d7af696c55f096102271.jpg  \n",
            " extracting: /content/roboflow/train/images/-E39DE576-0BDF-4674-9CCE-4780BD8A5744-png_jpg.rf.8faa088090222df19dc75328af157e20.jpg  \n",
            " extracting: /content/roboflow/train/images/-E39DE576-0BDF-4674-9CCE-4780BD8A5744-png_jpg.rf.bc589be7085b215e26182985dde552b2.jpg  \n",
            " extracting: /content/roboflow/train/images/-E39DE576-0BDF-4674-9CCE-4780BD8A5744-png_jpg.rf.ed3b2d11bfc798523f7bacbbbf250ecc.jpg  \n",
            " extracting: /content/roboflow/train/images/-E3D97881-36CB-441A-ADCA-6CB990F646FE-png_jpg.rf.ef7a7946008d837fd578db58391b088a.jpg  \n",
            " extracting: /content/roboflow/train/images/-E3F89870-043A-4C41-8471-2FF269A778C3-png_jpg.rf.4674b42474ee5dcc46414d503b0ddecc.jpg  \n",
            " extracting: /content/roboflow/train/images/-E3F89870-043A-4C41-8471-2FF269A778C3-png_jpg.rf.d16ae8a7fd899acff3ff9d66386b4f84.jpg  \n",
            " extracting: /content/roboflow/train/images/-E3F89870-043A-4C41-8471-2FF269A778C3-png_jpg.rf.e3b4c3d439b038785b93492c8f26d27a.jpg  \n",
            " extracting: /content/roboflow/train/images/-E4E37ACE-EAB9-4F03-8279-813B05F79336-png_jpg.rf.87cec5213eac3c27e619e5c1ea249e1b.jpg  \n",
            " extracting: /content/roboflow/train/images/-F6C8BDBB-4AF8-454C-9460-BB89186D193C-png_jpg.rf.086fd208466032cf66a820973f0cc12f.jpg  \n",
            " extracting: /content/roboflow/train/images/-F6C8BDBB-4AF8-454C-9460-BB89186D193C-png_jpg.rf.2aabfd1a3ea35cc3484e0f19643f0bb2.jpg  \n",
            " extracting: /content/roboflow/train/images/-F6C8BDBB-4AF8-454C-9460-BB89186D193C-png_jpg.rf.3dbc77a3f5149310d32a87bdf93449bd.jpg  \n",
            " extracting: /content/roboflow/train/images/-F6C8BDBB-4AF8-454C-9460-BB89186D193C-png_jpg.rf.4c552ac07f83deb5b0d986ccd8158ade.jpg  \n",
            " extracting: /content/roboflow/train/images/-F6C8BDBB-4AF8-454C-9460-BB89186D193C-png_jpg.rf.5e5e0db8e974c1a2e245baff0255aabf.jpg  \n",
            " extracting: /content/roboflow/train/images/-F6C8BDBB-4AF8-454C-9460-BB89186D193C-png_jpg.rf.bd5fbd06c68d735e6fb5aa331cf1c527.jpg  \n",
            " extracting: /content/roboflow/train/images/-FFB52469-E780-47C4-887D-EEAD0226DDE5-png_jpg.rf.1a5b7b0baa6b26ba854885eed465e7cc.jpg  \n",
            " extracting: /content/roboflow/train/images/-FFB52469-E780-47C4-887D-EEAD0226DDE5-png_jpg.rf.3cc1603ea608b2bf9989cf862a2bee9f.jpg  \n",
            " extracting: /content/roboflow/train/images/-FFB52469-E780-47C4-887D-EEAD0226DDE5-png_jpg.rf.64810cbf22951d962cf5052dce4af2d4.jpg  \n",
            " extracting: /content/roboflow/train/images/-FFB52469-E780-47C4-887D-EEAD0226DDE5-png_jpg.rf.988231f14f2434fc61853a4d3942aa4e.jpg  \n",
            " extracting: /content/roboflow/train/images/-FFB52469-E780-47C4-887D-EEAD0226DDE5-png_jpg.rf.a8f36be15d29c212c8222b72d4260978.jpg  \n",
            " extracting: /content/roboflow/train/images/-FFB52469-E780-47C4-887D-EEAD0226DDE5-png_jpg.rf.ee5a2685dca04f4dfa680434d332ce71.jpg  \n",
            " extracting: /content/roboflow/train/images/-FFB52469-E780-47C4-887D-EEAD0226DDE5-png_jpg.rf.f2332ed271439b39951646bb5357d41e.jpg  \n",
            " extracting: /content/roboflow/train/images/-FFB52469-E780-47C4-887D-EEAD0226DDE5-png_jpg.rf.f569ef52c39e12c49cc34c52e6027d08.jpg  \n",
            " extracting: /content/roboflow/train/images/11_jpeg_jpg.rf.4138d891becf55c1c75987dfed069903.jpg  \n",
            " extracting: /content/roboflow/train/images/11_jpeg_jpg.rf.7faf6cda712ace529289ca205681176d.jpg  \n",
            " extracting: /content/roboflow/train/images/11_jpeg_jpg.rf.88e2f086d024f41c442a56618150a315.jpg  \n",
            " extracting: /content/roboflow/train/images/11_jpeg_jpg.rf.a2209d4408f993a2012485f24550715c.jpg  \n",
            " extracting: /content/roboflow/train/images/11_jpeg_jpg.rf.d55606bcda50a42702b0c84412325af2.jpg  \n",
            " extracting: /content/roboflow/train/images/11_jpeg_jpg.rf.e2264bd366cec7b5886fd97fe32af223.jpg  \n",
            " extracting: /content/roboflow/train/images/11_jpeg_jpg.rf.eb8ce5c61b18b14e484856d36ca137a3.jpg  \n",
            " extracting: /content/roboflow/train/images/11_jpeg_jpg.rf.fea0e143b83c9fd7d8ff33999fe5f411.jpg  \n",
            " extracting: /content/roboflow/train/images/12_jpeg_jpg.rf.12eed8de8139a15f8283c7cf9ae8e1d2.jpg  \n",
            " extracting: /content/roboflow/train/images/12_jpeg_jpg.rf.9cc9ddbdd03b4176405eebf0966fdbf5.jpg  \n",
            " extracting: /content/roboflow/train/images/12_jpeg_jpg.rf.d4d1f055d3c89a55e9000ec277acf7f5.jpg  \n",
            " extracting: /content/roboflow/train/images/12_jpeg_jpg.rf.f281999bd9e345ca31413eda7f1ce901.jpg  \n",
            " extracting: /content/roboflow/train/images/14_jpeg_jpg.rf.23ec640b415259078f50e8641789ef41.jpg  \n",
            " extracting: /content/roboflow/train/images/14_jpeg_jpg.rf.8322c3a3a6868d258a0c33559c96a7bd.jpg  \n",
            " extracting: /content/roboflow/train/images/15_jpeg_jpg.rf.1f8eec1930c0618f1a83ac07b4f7b86f.jpg  \n",
            " extracting: /content/roboflow/train/images/15_jpeg_jpg.rf.5a650bd011852c547eef4d9e244fcc3f.jpg  \n",
            " extracting: /content/roboflow/train/images/15_jpeg_jpg.rf.64205610ed4d2bf0d461d7a671dddcbb.jpg  \n",
            " extracting: /content/roboflow/train/images/15_jpeg_jpg.rf.8898d478954d0a65acb74c438e4ec4f1.jpg  \n",
            " extracting: /content/roboflow/train/images/15_jpeg_jpg.rf.93446af2a7c79116202ada3c675905af.jpg  \n",
            " extracting: /content/roboflow/train/images/15_jpeg_jpg.rf.93edbb209d1c4bef07340a548d72c5b9.jpg  \n",
            " extracting: /content/roboflow/train/images/15_jpeg_jpg.rf.e2678507c2fa82610e638d6092dfbb4a.jpg  \n",
            " extracting: /content/roboflow/train/images/16_jpeg_jpg.rf.3ca8b7b419b4145074cb4018f880e819.jpg  \n",
            " extracting: /content/roboflow/train/images/16_jpeg_jpg.rf.8f694febcf28b492e1217ae69263b4bb.jpg  \n",
            " extracting: /content/roboflow/train/images/19_jpeg_jpg.rf.799ed2b6c4d5aa9da8081ce7a1025711.jpg  \n",
            " extracting: /content/roboflow/train/images/20_jpeg_jpg.rf.d110190f7e3e1a4aa9efd0613767bd42.jpg  \n",
            " extracting: /content/roboflow/train/images/20_jpeg_jpg.rf.fec4772e8650a8eb7e89e8507697a952.jpg  \n",
            " extracting: /content/roboflow/train/images/22_jpeg_jpg.rf.09c58b56859f1f3f470328c979541990.jpg  \n",
            " extracting: /content/roboflow/train/images/22_jpeg_jpg.rf.dab0d3f8f8b5780514043fbeec953fb2.jpg  \n",
            " extracting: /content/roboflow/train/images/22_jpeg_jpg.rf.fc9e46506b2e6eb8196cb2ccc54504c7.jpg  \n",
            " extracting: /content/roboflow/train/images/2_jpeg_jpg.rf.336a24d6f2447758c99c7edf7ed6ef97.jpg  \n",
            " extracting: /content/roboflow/train/images/2_jpeg_jpg.rf.3cb0a62d307083e3de598d68b7cb229a.jpg  \n",
            " extracting: /content/roboflow/train/images/2_jpeg_jpg.rf.777df9c56a10d95f2bbfd7e7c8325b6c.jpg  \n",
            " extracting: /content/roboflow/train/images/3_jpeg_jpg.rf.26516b7d192f0dd8c37ada7264e9003d.jpg  \n",
            " extracting: /content/roboflow/train/images/3_jpeg_jpg.rf.612f20d5ba8799dcd0f645c441bc5cf8.jpg  \n",
            " extracting: /content/roboflow/train/images/6_jpeg_jpg.rf.6a4bff5eddbe74e665e717a7acc7d07a.jpg  \n",
            " extracting: /content/roboflow/train/images/6_jpeg_jpg.rf.f441fa96b569a328c35514b5721963ed.jpg  \n",
            " extracting: /content/roboflow/train/images/7_jpeg_jpg.rf.765196cc84d3f767f4f5f7d4bf84302a.jpg  \n",
            " extracting: /content/roboflow/train/images/8_jpeg_jpg.rf.6e81381559dba2ab263810854ed45c31.jpg  \n",
            " extracting: /content/roboflow/train/images/8_jpeg_jpg.rf.aad138b9d070b214542721f5c7356f32.jpg  \n",
            " extracting: /content/roboflow/train/images/9_jpeg_jpg.rf.ba39d999904f815313a5830ad2e8876f.jpg  \n",
            " extracting: /content/roboflow/train/images/9_jpeg_jpg.rf.c9cd67e16ba3d42a2e4723a88883a4ee.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-11-29-at-20-15-43-1-_jpeg_jpg.rf.31507fb8121932413b110321a9a85e91.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-11-29-at-20-15-43-1-_jpeg_jpg.rf.c30886217a852b20d14faaa690661e00.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-11-29-at-20-15-43-1-_jpeg_jpg.rf.d1a16f170c4afdc04ba2c6fb050f0eff.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-11-29-at-20-15-43_jpeg_jpg.rf.7aa5cb5d6828271a9ca35df49a6fb2af.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-11-29-at-20-15-44-1-_jpeg_jpg.rf.b107f61c54ffb94d9e48d83a14099afc.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-11-29-at-20-15-44_jpeg_jpg.rf.6fb626c0a66683e9b0b3c5e40b16416e.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-11-29-at-20-15-44_jpeg_jpg.rf.ad69fb9a642a9b24960fa3407413e74d.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-11-29-at-20-15-44_jpeg_jpg.rf.def70ec828570fe65fcd2d44649324ef.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-11-29-at-20-15-44_jpeg_jpg.rf.e492b34d12d20e626f3e337d9f8d1c3f.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-18_jpeg_jpg.rf.0e62567d9f6360ace6b1b64462473937.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-18_jpeg_jpg.rf.3a63a8fc5791deb097d6dede29621a5a.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-18_jpeg_jpg.rf.b717690e6209ba17c405b155f7398e0f.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-24_jpeg_jpg.rf.22d8eff80f8574c5938efbd80cc22556.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-24_jpeg_jpg.rf.3f3d242b1c734e0b240ad88b3726ca34.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-24_jpeg_jpg.rf.94b868d4eb554696c2811367cd8e074f.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-29_jpeg_jpg.rf.4f37fc4f4e0d50c060601587889468e9.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-29_jpeg_jpg.rf.9871dbcd811e5ce95526fc042bb06b58.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-29_jpeg_jpg.rf.b872dc6af242b9cb546c95d04ba2c9e3.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-29_jpeg_jpg.rf.c75e3771f0418e643e1540bba4d17aa3.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-39_jpeg_jpg.rf.37e6f42d16ddb0850c72541f513e177e.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-39_jpeg_jpg.rf.3f2934800368d8aefd70815a650246ca.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-39_jpeg_jpg.rf.42a6c4e2bbbff4d600d3d80a7c11f8a0.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-39_jpeg_jpg.rf.78e85dd7c9ee01f6ea6d954953afbce1.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-39_jpeg_jpg.rf.c6aa45f112a2062d17acb7c6318f425c.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-39_jpeg_jpg.rf.e68e4d43d07429feed7bbc6b69034ec4.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-39_jpeg_jpg.rf.f9b7f8c99afd9cd0eb5106f77abb7820.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-45_jpeg_jpg.rf.339c2e2739997bd101ed1fab12eaaea5.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-45_jpeg_jpg.rf.9dbaeaa9e6254857dbc3b1bf0608028f.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-45_jpeg_jpg.rf.dacae1e23b43712aa5d580185445a8f7.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-49_jpeg_jpg.rf.60c48c70ab20cecd2318554ae39504c0.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-49_jpeg_jpg.rf.9a2aecadc1b06cf83c5aa6f9d4be7786.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-49_jpeg_jpg.rf.ccb79e2283ca93bea705259f525b2941.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-50_jpeg_jpg.rf.4980782c84bd2c9c420f5ea62ea351e3.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-50_jpeg_jpg.rf.4cda5eba1b120047c6d0b9de61ce3024.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-50_jpeg_jpg.rf.7abd6ba29db38f675a02ad33a8a0503e.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-50_jpeg_jpg.rf.8be8c74f09e9049769e5c612a9c13c21.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-50_jpeg_jpg.rf.95041c24be4e0aaa3ad080d382a17af6.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-50_jpeg_jpg.rf.b03e8119b8f24825da451a299d1111ac.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-55_jpeg_jpg.rf.87fc03719872880b7e8d1cb3a6ded46a.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-55_jpeg_jpg.rf.8a1024bcfe658e88ab207ccead224c98.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-16-55_jpeg_jpg.rf.93af10518c1b6c5d9650f45c04121d29.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-00_jpeg_jpg.rf.b0110879dfcd966c0fcd0762849a526f.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-00_jpeg_jpg.rf.f9616f97151c5582df4fa7cd44b08ce6.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-08_jpeg_jpg.rf.75e0cd0197fe1fe39448ed121c36c4d1.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-08_jpeg_jpg.rf.7be655bbb80ff0fb255cfc4f71c5bf6b.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-08_jpeg_jpg.rf.c6d28a4bad347cf7e37d640d5d9f5913.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-08_jpeg_jpg.rf.e81d2fb9713017b6cafc2055fa42395c.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-08_jpeg_jpg.rf.ed8bf061a25dbfec31f36356b910a0dc.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-17_jpeg_jpg.rf.140b487d50e367d7ad893c02c1e0bbcf.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-30_jpeg_jpg.rf.2a127f0e65df3f2906cbea493ec37b5b.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-30_jpeg_jpg.rf.6d9238db3cba083d85b343605f2f192f.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-30_jpeg_jpg.rf.c01b6dc3bc7205cb8890f9cb6a374341.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-30_jpeg_jpg.rf.fb696c5f197c20400926a8f6942d95c7.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-36_jpeg_jpg.rf.4a45b1389d652fb7cbb91dc3d016ccc5.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-36_jpeg_jpg.rf.56e3f8610ffedcf3d5b4a698183beb1a.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-36_jpeg_jpg.rf.6b000d111c45d6d552bb9bbb2f2b5204.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-36_jpeg_jpg.rf.f11b51c99f94053627e6eae576e876d9.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-48_jpeg_jpg.rf.119f260bf6962243c3a756dff3160204.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-48_jpeg_jpg.rf.8d0e4fe09552e1bce92f2a0313a8324b.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-48_jpeg_jpg.rf.dd1cb7ea950e1b5b2f88102df4c27a82.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-53_jpeg_jpg.rf.4d126995680148e3e6d751b97d7bf411.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-53_jpeg_jpg.rf.673a279fea267e9dd6ca73d11e833c94.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-53_jpeg_jpg.rf.e16f58d52bf1a6326cc83f0c57dd1328.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-53_jpeg_jpg.rf.e61c0e33c561e5aa38e1e4f2cc20658a.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-53_jpeg_jpg.rf.fc07a02ab70c46a79f11d930e187ddf6.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-58_jpeg_jpg.rf.47fcf08bd0de140c2747671c9d811347.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-58_jpeg_jpg.rf.4a1fbfd26dc0ee980403ffacbe44b762.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-58_jpeg_jpg.rf.75e0d00b6f3c6b38aae24816f9f8f0d8.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-58_jpeg_jpg.rf.85298184f0893b820742b2da786f1049.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-17-58_jpeg_jpg.rf.9df671f1adf77e57e8c0318cdf873da3.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-18-04_jpeg_jpg.rf.70f5555d0b2dd6ef2b18140357470161.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-18-04_jpeg_jpg.rf.93d4adc7ec143fd646f5dbb5ac306619.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-18-12_jpeg_jpg.rf.5f99a0b569e45fa436557a9e1af4aa78.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-18-12_jpeg_jpg.rf.a11c72526edabb5e3010cc5750ae85ef.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-18-12_jpeg_jpg.rf.cbce2aff9be063dccdede5f66386a6d0.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-18-12_jpeg_jpg.rf.d1697dce4fc250349591b46175f06cf3.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-18-16_jpeg_jpg.rf.45fab913a5e8ce2d0a740a88b227ccfc.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-18-16_jpeg_jpg.rf.ef431547209d894545198aca26ef6eaf.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-18-28_jpeg_jpg.rf.38502986508920e4fcd23bb6e02a0387.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-18-28_jpeg_jpg.rf.44ca25cbc61205179167ae155c7d56f1.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-18-28_jpeg_jpg.rf.69d249c22c06df9e1a3b04d53ba18b75.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-18-28_jpeg_jpg.rf.71f70495692c5cfb0f0f2a2bc91701dd.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-19-10_jpeg_jpg.rf.0f5943237a5e33b3392941ad48d7e6cc.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-19-10_jpeg_jpg.rf.254290a2abdef41a9cd4ef8e5547b650.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-19-10_jpeg_jpg.rf.62b778389ce67eecea071c29a4896938.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-19-10_jpeg_jpg.rf.db0ed802c1f4b890d5faacf64ebf3ecb.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-19-23_jpeg_jpg.rf.18bbbcf5aa2a6369e10ae881fbf48577.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-19-23_jpeg_jpg.rf.5d469f7d94ac761ebbe3e4b63c6c4882.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-19-23_jpeg_jpg.rf.5f6156762d9d21fcea46a60659c172a5.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-19-23_jpeg_jpg.rf.a1d23a425a94259dfe4c084478aa06f7.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-19-29_jpeg_jpg.rf.3b8da274982b2b2599e753bac4548905.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-19-29_jpeg_jpg.rf.4798a7d2a4a3ea25c943f05a819a84b5.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-19-29_jpeg_jpg.rf.fd3c531bc707109b25e60b810a0a554a.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-19-45_jpeg_jpg.rf.01765bd5657cb93c3b7a13b3415706f5.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-19-45_jpeg_jpg.rf.0987c85b79f24baf6090fe7df380fdc5.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-19-45_jpeg_jpg.rf.56fba56f2b16e97759a02ce4d04137fb.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-19-45_jpeg_jpg.rf.8b5ed961d98e6cac25df536b6bddd8d3.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-19-45_jpeg_jpg.rf.c77bf405c6712316900059a231955d14.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-20-03_jpeg_jpg.rf.0464bae644de868c492234474179d3d1.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-20-03_jpeg_jpg.rf.b4f5a338e7de589a75279c6e5748bf04.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-20-03_jpeg_jpg.rf.becf70bf562c38eddf004c389c520053.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-20-03_jpeg_jpg.rf.c3c2e9ee60564d33365cebc1e2accbe8.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-20-09_jpeg_jpg.rf.23ab280edf9e0df2997c9bb461f5921b.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-20-09_jpeg_jpg.rf.4232a2ad518d7d4a2cad3c5cc1933c04.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-20-09_jpeg_jpg.rf.d2a980b3554dcc21f9b1e150bac6c1cc.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-20-09_jpeg_jpg.rf.e6e26b2f714bf4722785ffaba57fb62d.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-21-15_jpeg_jpg.rf.2d1dce20657b26974f4a6b52a42ef162.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-21-15_jpeg_jpg.rf.88c8b47ab7a24ac4bc3a069db512c92a.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-21-15_jpeg_jpg.rf.c1f9074c412edde99e22e76ffb57115a.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-21-15_jpeg_jpg.rf.fadf6b7684e1f45a7eb727d80420aefa.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-21-16_jpeg_jpg.rf.495b107071c3da6c08f5a2bd1def18fa.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-21-42_jpeg_jpg.rf.556f72e2fb8805c439580bb54b60d0b4.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-21-42_jpeg_jpg.rf.9276338caa03a4a70eaa8bc9c830236b.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-21-42_jpeg_jpg.rf.f49cb899f239a98283ff8f659fead76b.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-21-58_jpeg_jpg.rf.6da313b6af916af922e36b57104e288c.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-21-58_jpeg_jpg.rf.863911f11c6eb3a37dea960f12631452.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-21-58_jpeg_jpg.rf.89e65f07348580faa0489e65dfe774cc.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-21-58_jpeg_jpg.rf.e082a86f3ef105423639670618444bfd.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-22-11_jpeg_jpg.rf.c133b6ff60eb30a702579fb5dcabd4ed.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-22-52_jpeg_jpg.rf.3406fc34b955523d4e2a3a2705123a6e.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-22-52_jpeg_jpg.rf.3e8b036fb29b2826a99b86c00fc6659e.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-22-52_jpeg_jpg.rf.9eb78ac50bbed906613e8c3c737b9fe7.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-22-52_jpeg_jpg.rf.b5d110d3fa16ee29c52636603a059310.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-22-52_jpeg_jpg.rf.c50cce80a8812d1786d1d2afe1c4c1d7.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-23-14_jpeg_jpg.rf.440f091cb39bfb8d978e13508acf61b2.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-23-14_jpeg_jpg.rf.4e47a294963353a0c7f0fb9d5dc72f30.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-23-14_jpeg_jpg.rf.7c5c21d724716729162daa204d74d536.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-23-14_jpeg_jpg.rf.d50a93fa3a48e46fb10be99c3bb61164.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-23-15_jpeg_jpg.rf.35fde6c7aceaacb74971d6e4ced788cc.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-23-15_jpeg_jpg.rf.77c723aacc847696cb28965240ebaef6.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-23-15_jpeg_jpg.rf.d250ed9b99ebc9261cd433141b46f228.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-24-10_jpeg_jpg.rf.5104fff9c6dce25fb3f26e0dc26e42d5.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-24-16_jpeg_jpg.rf.14660e42c668b2a92b32e254afbc0f97.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-24-16_jpeg_jpg.rf.7c0c8660f31a9e479f0f3fd421fad99c.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-24-16_jpeg_jpg.rf.b46cb9e0a701fdfb461c118fa190a432.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-24-17_jpeg_jpg.rf.3d86006101ffe50e2156d07c63721084.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-24-17_jpeg_jpg.rf.a6723fa59dbac2d67f1df5ca09b14ef3.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-24-27_jpeg_jpg.rf.1c82dbc4e6065f6384af9e11ddd7b270.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-24-27_jpeg_jpg.rf.2526be364f890ea0f1372cedfe4dad15.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-24-27_jpeg_jpg.rf.4d05fff2a0696f4603b3bf27469c22d7.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-24-27_jpeg_jpg.rf.804dec695891ce9cc673f6362ec474de.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-24-27_jpeg_jpg.rf.f7187efc6fe2f718efe93737a649303f.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-25-07_jpeg_jpg.rf.01bc8d5362b4ce110c91c3039be97949.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-25-07_jpeg_jpg.rf.0aa53d2a2978cb0225477554530988d4.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-25-07_jpeg_jpg.rf.29ddfecf825b12f16df651a2875ec6c0.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-25-07_jpeg_jpg.rf.723e8f326d57f5971bbfd8305627cfaf.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-25-08_jpeg_jpg.rf.8f577a1e4502bc1beb81a6aa66f3946f.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-25-23_jpeg_jpg.rf.3086c07471f6bfab6a852dbc16652f2a.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-25-23_jpeg_jpg.rf.7624ce5029446e8a81e7ffa4744b9e50.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-25-23_jpeg_jpg.rf.8a8cecfe0d25187f0b63fa60bcfef9b1.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-25-23_jpeg_jpg.rf.b3526229e91ef56a4cdd2599e8c35175.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-25-40_jpeg_jpg.rf.53cc9dcd93778bd40814ad5b7127f439.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-25-40_jpeg_jpg.rf.8a48d8ec1d1e9cd5253cb80f8f0e4568.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-25-40_jpeg_jpg.rf.9a505117c6c75d89d008109b23097d7f.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-25-40_jpeg_jpg.rf.d46b78f555d25e9f4d194aea2ae9dc81.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-25-42_jpeg_jpg.rf.82d26af4d8801d21ef63299e46adfe4d.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-25-42_jpeg_jpg.rf.85706d2418f265fd5559098054bbc1c0.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-25-42_jpeg_jpg.rf.bc83774bee208c19086300db6b705d2c.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-25-49_jpeg_jpg.rf.1feb3835dd1e2904d1110eaa1cd4732e.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-25-49_jpeg_jpg.rf.9db9cfe8914c545c0f4509dc74aa4f01.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-25-49_jpeg_jpg.rf.e8a3d3bc6e517702c8e210afe82c938d.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-26-10_jpeg_jpg.rf.0d395843045f8fbdc2d9825280c19535.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-26-10_jpeg_jpg.rf.66ab4cea1bdbfda67bb13f827360bca1.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-26-10_jpeg_jpg.rf.b253edc670370e17113d3a79c89f1132.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-26-29_jpeg_jpg.rf.2d0e143486f1223f361b91f913104f91.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-26-29_jpeg_jpg.rf.852fa3e11f8fdf59a672c36e08b09f9f.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-26-29_jpeg_jpg.rf.b70f6fbb81b11b965f0e9d73c87413a7.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-26-48_jpeg_jpg.rf.4841dfcd558adc016d9c114f082839c7.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-26-48_jpeg_jpg.rf.6e2e9c8332c0411f7f2eb2678a13ed28.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-27-00_jpeg_jpg.rf.3b694235e13263c462cc18084b4afdf9.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-27-00_jpeg_jpg.rf.9cac2ad68658d72e73eea264077298be.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-27-24_jpeg_jpg.rf.717383085d62a6dba0f8c7250ef1fee4.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-27-24_jpeg_jpg.rf.a3e4cb9c38e7b5e9da2758db6afc6759.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-27-24_jpeg_jpg.rf.cd0fcaed6e1fe6fa7e76237e3792387c.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-27-24_jpeg_jpg.rf.ed7042677add439239f0c9b87a2793c2.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-27-24_jpeg_jpg.rf.ef2e870a36f5e2e896e0163af61d7ee5.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-28-06_jpeg_jpg.rf.1415b2a882c4f77deea5e7eecf8702d3.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-28-06_jpeg_jpg.rf.51ef8809a9843da68a1ef262087bf213.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-28-06_jpeg_jpg.rf.5a353abe394b1b6d7c8349cfee735db5.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-28-56_jpeg_jpg.rf.9255110109beb962038b419f251eee56.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-28-56_jpeg_jpg.rf.98b48cfb656b6f9a899fa3b7732e99b3.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-28-57_jpeg_jpg.rf.090c958674097bc1659eb8d3d7e12699.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-28-57_jpeg_jpg.rf.13be9c86660de2c7ea04c9c1962e8951.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-28-57_jpeg_jpg.rf.2cf11cb2ed6a8d4309fb8f3d991f6cad.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-28-57_jpeg_jpg.rf.dc8cb0fe446b467998c5d733af1ec3c8.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-29-12_jpeg_jpg.rf.214916aa0013c7f890ac1651e3d7605b.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-29-12_jpeg_jpg.rf.5f3583e8b330c19d93a207624c09dbc4.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-29-12_jpeg_jpg.rf.669e0b76998609daf907047064b1ff52.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-29-12_jpeg_jpg.rf.e52190bd5970cb9c5af1e048e2e6be1d.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Image-2022-12-05-at-18-29-12_jpeg_jpg.rf.f7dc356d6623adf01bf514a292fa1f13.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-0_jpg.rf.125b458818c7f3c7014e27a25c4e93fc.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-0_jpg.rf.3ebde5d82e254ea99056e12c71a27170.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-0_jpg.rf.41deb4e7e7b377cc0165fa31375fb97b.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-0_jpg.rf.84d11756ad0c7fa28eb22ffae22759a0.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-0_jpg.rf.a1d4308195096a0660d1036476791159.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-1_jpg.rf.113920f1af81f21ecd1d08c2bc39fb75.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-1_jpg.rf.cea73d734dd73666d0bf15d7f68697fb.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-2_jpg.rf.b29d8e88d6df43e8498f25310c881586.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-3_jpg.rf.19e33c4c534ca57335a0baeb300ef47d.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-3_jpg.rf.cd2095e901652412154827e6e3519c27.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-4_jpg.rf.2927a60af6eaf1e7e39abba951065e8e.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-4_jpg.rf.a2573a71e1c8bcfd315feba6cbc49e6d.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-4_jpg.rf.bf13a38531c6d72d7a13e602a970236f.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-4_jpg.rf.d189106012451863600ea7a4cd32e08b.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-5_jpg.rf.0ad2568729d0ce993caa5f100544a59f.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-5_jpg.rf.1ab08f18a0e58775225646e0bcb50a8a.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-5_jpg.rf.3263cf27fd33e68b92147017bfebcdbd.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-5_jpg.rf.45b4f318ff998ee3c5ab156c63ff82cb.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-5_jpg.rf.47ec1252ba333a509a71ccf3298b60fa.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-5_jpg.rf.e8943921f54b327cfe62dfbc5ee81a32.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-6_jpg.rf.4d1a068f9dab54c2afbe30fef29747dc.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-6_jpg.rf.698077feb506851946947bd672ff66ba.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-6_jpg.rf.fb7c4695c14ee3c01e3ebf2b5cc186d8.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-7_jpg.rf.adaa4be19d865a9cf8dc86f5f9530c20.jpg  \n",
            " extracting: /content/roboflow/train/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-7_jpg.rf.fb817b404909910198f6fbe634ba0e03.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-21_jpg.rf.71a9b13849ea4dec3b1e4948385eb552.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-21_jpg.rf.8fe73844adde7cbe2a92cc98f23d1db1.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-21_jpg.rf.94f31585c693324894f7f1841a7bdb49.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-25_jpg.rf.1ec6904ce8d4168208d694a656096fda.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-25_jpg.rf.647f2bbe76c15076dd71a4087ba5e1b6.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-26_jpg.rf.15ebf24cec5a47f4473b9676e98a9763.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-26_jpg.rf.1c9f6e56b265786375ac765c802200a2.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-26_jpg.rf.3bf7749a9bf73c52761bf35bdbaff41c.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-26_jpg.rf.e5a4a626f6296402d1559d5a6ba20138.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-27_jpg.rf.714d0f5610058801d6eccbb7a24fcf1c.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-27_jpg.rf.a124c7728c728d1ed1930682fd028008.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-27_jpg.rf.e30dafbc55f6dd09a622b6836cfa60bd.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-27_jpg.rf.e8cf4f23d595e892e2b5143d79584870.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-28_jpg.rf.0414c0ddbdbf3905e81daf99923fe611.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-28_jpg.rf.6be2dcba87489c6c0ffe472c3c4da1e0.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-28_jpg.rf.8d1483cf740b9963731949666f62b2de.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-28_jpg.rf.d9bfb12e06ad852de1c3aa0e073089d0.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-29_jpg.rf.9512e8467decc50f8ef90a3f2d8df3a8.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-29_jpg.rf.b345423c0a978a54f466df9f3fa82508.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-30_jpg.rf.3d82efe9e3e01479f0e6460d267a74f4.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-30_jpg.rf.60633b05c0b193524bb21a8dd0346196.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-30_jpg.rf.9f161c72360f89f0fbba4ebfba1ebf33.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-30_jpg.rf.df0e13be2971575dfc56d633abfaf867.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-35_jpg.rf.479fe9ea8f291ab8f08cda3164d2f855.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-35_jpg.rf.81b0cb2d7a5aaeff69a35662583b8eb0.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-35_jpg.rf.9ef6375a64e17150acabe3fc18d9c59b.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-36_jpg.rf.5818e0891d63d1df4ba4207e1dcf3310.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-36_jpg.rf.674a936260623d01079e9ffa2ee8f29e.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-36_jpg.rf.728affd514960e18d8c33614aaecdeec.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-36_jpg.rf.78ffae1c9be180a68f3f9725f3184560.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-36_jpg.rf.e74767249287310ea61fb4b7af842794.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-37_jpg.rf.330df940bd5ec3ea7a860c808b066315.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-37_jpg.rf.5d42c3cc4be1e889c7991ce636f23cf9.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-37_jpg.rf.6e0f0ac5eb1eec17826a426193119886.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-37_jpg.rf.cc57e073dadeb7abaac4396b5cdbcd58.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-37_jpg.rf.d61b393b6de6fb172fcb9e6699cc8c07.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-38_jpg.rf.13a8281e4cf6e2899480cef5b769b18b.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-38_jpg.rf.2916846a2e97a221495274b2d6567454.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-38_jpg.rf.ceb6af9f83685859f24d20b994601869.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-39_jpg.rf.7e2ef4c075d8e3c8cfc5867f6f5a761c.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-40_jpg.rf.6ce9a83f634b21beb14cb6222f4e7f11.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-41_jpg.rf.4ba17ec262832dea4cfa3d1f355e6a0c.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-42_jpg.rf.0d543659b048201c8150158268cba1ae.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-42_jpg.rf.66ccf14ed6a17d49e707bc467c2dfa01.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-42_jpg.rf.6b6549fb0622664e6bb1a4bd0994705e.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-43_jpg.rf.d49f3e83ca494b914ac9defc526a1097.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-44_jpg.rf.011fe13b2ad5fcf60a6ac6cbd81c68b4.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-44_jpg.rf.2c44d965511b19503888568f5c03bf8c.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-44_jpg.rf.3b4da3fe6a582dcf70c1da2be445d041.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-44_jpg.rf.4bbc24d1d050e923871104a0b4bc9897.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-44_jpg.rf.534b44fb0f619ce9e932af30db71c2b3.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-44_jpg.rf.99459e1b566d3bb388bec8c3e0675f28.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-44_jpg.rf.acb7494ba5a8702dfe23e69184250f80.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-44_jpg.rf.c3df40d7d1e3c7830458f46dfb194eb0.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-44_jpg.rf.d3ecf9062baa35a5564ba825484fcc9d.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-45_jpg.rf.2a953967baaad10c27f878406ec12781.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-46_jpg.rf.b12180fa59b0102679132d94c22d3018.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-46_jpg.rf.c031861e2f3f5963b5c24b2f64cd12bd.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-46_jpg.rf.e7a43987a7f2480ff062e47e53655b67.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-47_jpg.rf.68f3a29b9f7b12ff5c691dab40cf318c.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-47_jpg.rf.b59c4ff4396bba5d7ab69583baf11a91.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-47_jpg.rf.d3dc1da81ebe28974661adcaf95f06e7.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-47_jpg.rf.e251722ed2542ed0bf0f87d56982ed23.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-47_jpg.rf.ffdaebb7a288ebcd543bf1c166982e4a.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-52_jpg.rf.37ac3f5edb4553932a9b6d61cdb80173.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-52_jpg.rf.696aed6a73fdb3db1c8524dbad773840.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-52_jpg.rf.feaa8c32cdc6b8af9923978c7c741be7.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-53_jpg.rf.0fd0c31de621660c0dfa7bfc9c52d417.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-53_jpg.rf.a80f74ba78a1c56684cbf56a9b0b9193.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-53_jpg.rf.a8428ec6f475ae77f4dda4346163e7c7.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-53_jpg.rf.e5ed1b5f8020242e5bc679f52c1feb14.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-54_jpg.rf.421977b6fc8abc4e422dd4f5a261ddec.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-54_jpg.rf.6e0d5ed7d0ecbf59c201a03761fe705c.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-55_jpg.rf.2f3a3689b33a2c288ee06dfd2ad09fc0.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-55_jpg.rf.f16ddccb7f0ac2414a4010859f5add8c.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-56_jpg.rf.5080ccc314974a4e2be773193fd80771.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-56_jpg.rf.c01fa65386c05a29ce8dbd338ffeba87.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-56_jpg.rf.c4d8c3280a8e38584b07a304666dd572.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-56_jpg.rf.c9d0422eb875ceb57dd72be37b502fc8.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-57_jpg.rf.0085a63cb132bbc51a36921c363b43b2.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-57_jpg.rf.23ef72e9d1c87615251f69144aedc344.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-57_jpg.rf.3ed138ecd5a91e514207009e7b15cee7.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-57_jpg.rf.8d7be36923547a400405760ce44e8bbf.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-57_jpg.rf.f004b7b30d03f4251e6781fce6a6df9e.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-58_jpg.rf.22f0dc083e1f84b8ced379669c441bd2.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-58_jpg.rf.36544b5a38b7061855afd6afa2f3b2b6.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-58_jpg.rf.84d75ffe1591e9a5d668c53f49d1836e.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-58_jpg.rf.b3e53a195b54118bde726199b7d86682.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-58_jpg.rf.cdfb4bac9b94debf29da3f60b1a1725c.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-59_jpg.rf.198a8f02dae1201a25dee29da957bc59.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-59_jpg.rf.2c999c075f38b599967bef7cc202fd2d.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-59_jpg.rf.ba70aa460caa1ed870f147f8ed70dfaa.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-60_jpg.rf.4a78fa83393fcd52a044fc8836bc6f62.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-60_jpg.rf.9909ca5a41bd171cc19432852061f45f.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-62_jpg.rf.65b29c83cdce01cfcba8a1cba2bf0559.jpg  \n",
            " extracting: /content/roboflow/train/images/youtube-62_jpg.rf.b64f1f5d2cc2ce68e4f5db4722b7f36d.jpg  \n",
            "   creating: /content/roboflow/train/labels/\n",
            "  inflating: /content/roboflow/train/labels/-0378D390-5AE2-4D09-84BB-387E850F5E5A-png_jpg.rf.30edf0c9e428b3c1ed7d4869e92a71f9.txt  \n",
            "  inflating: /content/roboflow/train/labels/-0378D390-5AE2-4D09-84BB-387E850F5E5A-png_jpg.rf.4a9ea8d7242b6b419f23b945f5ae14db.txt  \n",
            "  inflating: /content/roboflow/train/labels/-0378D390-5AE2-4D09-84BB-387E850F5E5A-png_jpg.rf.5304a4ab0974f186c6ccc08cd5e1c6fc.txt  \n",
            "  inflating: /content/roboflow/train/labels/-0378D390-5AE2-4D09-84BB-387E850F5E5A-png_jpg.rf.a1e18f1909aba143bd70a653f6fa2a84.txt  \n",
            "  inflating: /content/roboflow/train/labels/-0378D390-5AE2-4D09-84BB-387E850F5E5A-png_jpg.rf.efbfeae0f3ea12bdd64d2ef88d20042a.txt  \n",
            "  inflating: /content/roboflow/train/labels/-0378D390-5AE2-4D09-84BB-387E850F5E5A-png_jpg.rf.f196cf9e6987c7bc0b0052e11ad36a71.txt  \n",
            "  inflating: /content/roboflow/train/labels/-0378D390-5AE2-4D09-84BB-387E850F5E5A-png_jpg.rf.fedfb1a317edc66d9dfe3cd815af7084.txt  \n",
            "  inflating: /content/roboflow/train/labels/-046E9840-F025-4749-B3AB-19402B34E739-png_jpg.rf.aa3cc09f348eb010792d812f395a9827.txt  \n",
            "  inflating: /content/roboflow/train/labels/-046E9840-F025-4749-B3AB-19402B34E739-png_jpg.rf.bf82093121d64d1dab63b1dfdf4d259e.txt  \n",
            "  inflating: /content/roboflow/train/labels/-0471C451-8CA5-4CEA-8EFD-3B0F147BF4B7-png_jpg.rf.9c134240733eefe23b8278ff1f3c2b98.txt  \n",
            "  inflating: /content/roboflow/train/labels/-0471C451-8CA5-4CEA-8EFD-3B0F147BF4B7-png_jpg.rf.c90ca1d619ceaf3628d6ab844313e217.txt  \n",
            "  inflating: /content/roboflow/train/labels/-0585CFA0-7CD6-45D3-B7EB-1A109425F90D-png_jpg.rf.7156575f0eb2166e1d52039c918a1ce0.txt  \n",
            "  inflating: /content/roboflow/train/labels/-0ACAD937-70A4-46F0-8E49-0CAE6F942CF2-png_jpg.rf.43b92d7847f21666ffa7acbf33e8df18.txt  \n",
            "  inflating: /content/roboflow/train/labels/-0ACAD937-70A4-46F0-8E49-0CAE6F942CF2-png_jpg.rf.8d2a4006502bbf192a6cb1723ad92f98.txt  \n",
            "  inflating: /content/roboflow/train/labels/-0AE13AAD-2BD5-490E-B245-D51927B1EBBC-png_jpg.rf.9a2635c991c70616ec25757631d94ac0.txt  \n",
            "  inflating: /content/roboflow/train/labels/-0AE13AAD-2BD5-490E-B245-D51927B1EBBC-png_jpg.rf.e2d97564c3f5584bd5e66b4d1be59faf.txt  \n",
            "  inflating: /content/roboflow/train/labels/-0B43DB53-2377-4D6D-B5B8-60CBBAB90F88-png_jpg.rf.cf9f58fbe1992bea8d353c84b7e9696d.txt  \n",
            "  inflating: /content/roboflow/train/labels/-0C60C602-CF70-4679-BB4E-5A1CA33EF472-png_jpg.rf.19e87fb944b8ce18022d23b2b6d07562.txt  \n",
            "  inflating: /content/roboflow/train/labels/-0D39FCF1-152A-4C52-A0F2-64670E54DB6D-png_jpg.rf.9b0282f483cf4ecc8c348760b76bb3c1.txt  \n",
            "  inflating: /content/roboflow/train/labels/-0D39FCF1-152A-4C52-A0F2-64670E54DB6D-png_jpg.rf.d173b3ad5b6d4ece3da73d7ad3754ae4.txt  \n",
            "  inflating: /content/roboflow/train/labels/-0DEDC30B-FD9A-4A41-ABC0-DBEDE7C1C712-png_jpg.rf.1fdd17e5c69c44bc40bd64e0e9576f68.txt  \n",
            "  inflating: /content/roboflow/train/labels/-101F7188-06B4-4FC2-B9FF-123C60B06606-png_jpg.rf.ca8e74713308416e0f16f9dec761e8a2.txt  \n",
            " extracting: /content/roboflow/train/labels/-1058CFB8-55AA-4270-937C-FAB55C49F17A-png_jpg.rf.264528707e6ce02c4b6d8900e3cb7b46.txt  \n",
            "  inflating: /content/roboflow/train/labels/-1058CFB8-55AA-4270-937C-FAB55C49F17A-png_jpg.rf.3956e8d2192f1c945c06766955789cbe.txt  \n",
            " extracting: /content/roboflow/train/labels/-1058CFB8-55AA-4270-937C-FAB55C49F17A-png_jpg.rf.4380f2a2c571bc9b7028735986c849ed.txt  \n",
            "  inflating: /content/roboflow/train/labels/-1058CFB8-55AA-4270-937C-FAB55C49F17A-png_jpg.rf.53364d853478b0f00244b48b645064aa.txt  \n",
            " extracting: /content/roboflow/train/labels/-1058CFB8-55AA-4270-937C-FAB55C49F17A-png_jpg.rf.61e8e1efef44b269f2291fdfe72d0873.txt  \n",
            " extracting: /content/roboflow/train/labels/-1058CFB8-55AA-4270-937C-FAB55C49F17A-png_jpg.rf.df905185f42d464a91d43db205649929.txt  \n",
            " extracting: /content/roboflow/train/labels/-1121F9BD-6C24-47D6-937E-DC2AB1906098-png_jpg.rf.01d67abb4d2a408dd1f99c0020d45c6d.txt  \n",
            " extracting: /content/roboflow/train/labels/-1121F9BD-6C24-47D6-937E-DC2AB1906098-png_jpg.rf.59cc4deaa3649d011515480602940a66.txt  \n",
            " extracting: /content/roboflow/train/labels/-11F0AF93-D3D0-4415-A4A0-B3430EA0886B-png_jpg.rf.9607c3d091e21e487c583a96c56abd77.txt  \n",
            "  inflating: /content/roboflow/train/labels/-11F0AF93-D3D0-4415-A4A0-B3430EA0886B-png_jpg.rf.d6187ee56df7f6faf6c9b0450bc3ee8e.txt  \n",
            "  inflating: /content/roboflow/train/labels/-11F0AF93-D3D0-4415-A4A0-B3430EA0886B-png_jpg.rf.fca34359b643c7df0ba07c77a1728445.txt  \n",
            "  inflating: /content/roboflow/train/labels/-12D2734F-0757-4B08-9819-D3704009B312-png_jpg.rf.2167f6dbe2c7027577309295f257f745.txt  \n",
            "  inflating: /content/roboflow/train/labels/-12D2734F-0757-4B08-9819-D3704009B312-png_jpg.rf.b7a1dc0d1756628158e9eccc0934a04d.txt  \n",
            "  inflating: /content/roboflow/train/labels/-12D2734F-0757-4B08-9819-D3704009B312-png_jpg.rf.dc16d0603395e1723008f06373c69971.txt  \n",
            "  inflating: /content/roboflow/train/labels/-152B35A7-2687-4126-B46B-5382319E7A3C-png_jpg.rf.3168ee53df56b28d2820cbf58d72535a.txt  \n",
            "  inflating: /content/roboflow/train/labels/-156F82DF-5099-4AEA-8574-19720B40C034-png_jpg.rf.55ed875a4dccfb4a0954ab069e5b9865.txt  \n",
            "  inflating: /content/roboflow/train/labels/-156F82DF-5099-4AEA-8574-19720B40C034-png_jpg.rf.5b3810d70835ea44f3db0b53b6d9099a.txt  \n",
            "  inflating: /content/roboflow/train/labels/-156F82DF-5099-4AEA-8574-19720B40C034-png_jpg.rf.f28dd8c04409a37fe0b2b0beef8849f8.txt  \n",
            "  inflating: /content/roboflow/train/labels/-15F66BCC-7D1B-4C04-82EF-C560EC4C612E-png_jpg.rf.a8322a916c058517509b89a7d3e5c467.txt  \n",
            "  inflating: /content/roboflow/train/labels/-18994A3D-5086-4626-9746-C209358A65CC-png_jpg.rf.071677c725c7904921b95b1845c57bc8.txt  \n",
            "  inflating: /content/roboflow/train/labels/-18994A3D-5086-4626-9746-C209358A65CC-png_jpg.rf.6fde44bb4fbe9acb9dca12ca8b7c2c03.txt  \n",
            "  inflating: /content/roboflow/train/labels/-18994A3D-5086-4626-9746-C209358A65CC-png_jpg.rf.d3f38ce455f9d0c427386c568619205d.txt  \n",
            "  inflating: /content/roboflow/train/labels/-192C4A31-07E9-4438-9D0D-63CF545747C8-png_jpg.rf.3378257ae3ad20260f47da8f874f45cf.txt  \n",
            "  inflating: /content/roboflow/train/labels/-192C4A31-07E9-4438-9D0D-63CF545747C8-png_jpg.rf.ac4935d0a0e2ed19671dccadc8671b87.txt  \n",
            "  inflating: /content/roboflow/train/labels/-192C4A31-07E9-4438-9D0D-63CF545747C8-png_jpg.rf.ca6ac2f74867a2109d99645d8192add5.txt  \n",
            "  inflating: /content/roboflow/train/labels/-192C4A31-07E9-4438-9D0D-63CF545747C8-png_jpg.rf.cd4e0fae7e4d15aca441a363b4ce9144.txt  \n",
            "  inflating: /content/roboflow/train/labels/-1AED8217-3B98-4458-83DD-32F5CA3851FF-png_jpg.rf.04ecfd627e649fa84b657304b983e3bd.txt  \n",
            "  inflating: /content/roboflow/train/labels/-1AED8217-3B98-4458-83DD-32F5CA3851FF-png_jpg.rf.37bd0b1d9577ea1aa08c4c7324168660.txt  \n",
            "  inflating: /content/roboflow/train/labels/-1AED8217-3B98-4458-83DD-32F5CA3851FF-png_jpg.rf.f0c5f98c2e4156ba92b7a71512b7440c.txt  \n",
            "  inflating: /content/roboflow/train/labels/-1D5949D1-5187-454E-8ACC-924AD82CAC9C-png_jpg.rf.7d469845f0929208aff88c967ee14c89.txt  \n",
            "  inflating: /content/roboflow/train/labels/-1D5949D1-5187-454E-8ACC-924AD82CAC9C-png_jpg.rf.969e842d92d758e00b7dfea2ddcb5c90.txt  \n",
            "  inflating: /content/roboflow/train/labels/-1D5949D1-5187-454E-8ACC-924AD82CAC9C-png_jpg.rf.c2abb3e7b2b743718d19b1b1a25245b4.txt  \n",
            " extracting: /content/roboflow/train/labels/-1EE5CA55-C89F-4985-8D4E-A56DBD1A1E96-png_jpg.rf.0966802332a77e307ab6ed6c316a2ba9.txt  \n",
            " extracting: /content/roboflow/train/labels/-1EE5CA55-C89F-4985-8D4E-A56DBD1A1E96-png_jpg.rf.458a4111be2dcd660c4ecfc3d798cc56.txt  \n",
            "  inflating: /content/roboflow/train/labels/-1EE5CA55-C89F-4985-8D4E-A56DBD1A1E96-png_jpg.rf.dded47d3cad3d71f599088e64bc0ed32.txt  \n",
            "  inflating: /content/roboflow/train/labels/-1EE5CA55-C89F-4985-8D4E-A56DBD1A1E96-png_jpg.rf.e95ece19bf5aa625ebfca8fd119bcad4.txt  \n",
            "  inflating: /content/roboflow/train/labels/-1F999A49-2799-4FBC-811D-D10A165F8B02-png_jpg.rf.2b504028a9fe34b8debf39b43041ff0b.txt  \n",
            "  inflating: /content/roboflow/train/labels/-1F999A49-2799-4FBC-811D-D10A165F8B02-png_jpg.rf.48217bbb092da4839e852c8b66d9e7db.txt  \n",
            "  inflating: /content/roboflow/train/labels/-1F999A49-2799-4FBC-811D-D10A165F8B02-png_jpg.rf.6efc8408930d1675b96895cde8995b08.txt  \n",
            "  inflating: /content/roboflow/train/labels/-1F999A49-2799-4FBC-811D-D10A165F8B02-png_jpg.rf.fd5ddf93a6a9b7fafd1b920f9a0bf7f7.txt  \n",
            "  inflating: /content/roboflow/train/labels/-20370F09-C43F-47FF-AEDD-1508B10C5D42-png_jpg.rf.a14882c4e8aea4d3d1fd60c6a62b43c4.txt  \n",
            "  inflating: /content/roboflow/train/labels/-20370F09-C43F-47FF-AEDD-1508B10C5D42-png_jpg.rf.e88fe2f0ace6aefe406dc3dc38562bf2.txt  \n",
            "  inflating: /content/roboflow/train/labels/-2229E395-534F-4F69-9F9B-80628BD8D5AC-png_jpg.rf.ed8df591813ef7e7ffe25bdd3bf6167b.txt  \n",
            "  inflating: /content/roboflow/train/labels/-232CA389-A176-4AB7-A513-8D2D5E477CC2-png_jpg.rf.2a43dc64e41ba3a8502983fe86d9a242.txt  \n",
            "  inflating: /content/roboflow/train/labels/-232CA389-A176-4AB7-A513-8D2D5E477CC2-png_jpg.rf.c136662cd76fa64d91450ac5bee80053.txt  \n",
            "  inflating: /content/roboflow/train/labels/-232CA389-A176-4AB7-A513-8D2D5E477CC2-png_jpg.rf.ce5eeef9e5cb17dcd65844e41553b1dd.txt  \n",
            "  inflating: /content/roboflow/train/labels/-232F1AAC-99B4-4968-8EF1-6B89C021BE11-png_jpg.rf.30476f15ab19b0534ad1fb07afff2a39.txt  \n",
            "  inflating: /content/roboflow/train/labels/-232F1AAC-99B4-4968-8EF1-6B89C021BE11-png_jpg.rf.87710b61c36fc521da0306f0c7d2f7a5.txt  \n",
            "  inflating: /content/roboflow/train/labels/-23705E7A-1279-43E7-B20A-CE37ADAB61DD-png_jpg.rf.0e1ecc6142bffebe2794f5fb4475d119.txt  \n",
            "  inflating: /content/roboflow/train/labels/-23705E7A-1279-43E7-B20A-CE37ADAB61DD-png_jpg.rf.a967eb3f6309464e7b5c3415bddb3061.txt  \n",
            " extracting: /content/roboflow/train/labels/-23705E7A-1279-43E7-B20A-CE37ADAB61DD-png_jpg.rf.ac8f64f7fe63087592d291dfcde64252.txt  \n",
            " extracting: /content/roboflow/train/labels/-23705E7A-1279-43E7-B20A-CE37ADAB61DD-png_jpg.rf.ad80bedd04a1bc27124bd059c71facf5.txt  \n",
            " extracting: /content/roboflow/train/labels/-23705E7A-1279-43E7-B20A-CE37ADAB61DD-png_jpg.rf.fd47dba44cdd325cb0b28a91b47db197.txt  \n",
            "  inflating: /content/roboflow/train/labels/-2482581B-D45C-4C05-97F4-3105704DFABC-png_jpg.rf.25a805439f5c73533b2aa11fcfeb61e3.txt  \n",
            "  inflating: /content/roboflow/train/labels/-2482581B-D45C-4C05-97F4-3105704DFABC-png_jpg.rf.cf6f056640e77377a7b2c22527d7723b.txt  \n",
            "  inflating: /content/roboflow/train/labels/-24FFED69-CE70-43C8-8E00-90684987BD32-png_jpg.rf.b3f540f955629ea7783df0e5ffa19cfb.txt  \n",
            "  inflating: /content/roboflow/train/labels/-251A7DC4-47FA-45BF-8F18-8C933578D147-png_jpg.rf.3894b40969b9387dd400db6daaa4d125.txt  \n",
            "  inflating: /content/roboflow/train/labels/-251A7DC4-47FA-45BF-8F18-8C933578D147-png_jpg.rf.99d123f5fb22b24057c0d30bc872b410.txt  \n",
            "  inflating: /content/roboflow/train/labels/-2526BBBE-6B96-49DC-94B9-880E133FA549-png_jpg.rf.09be4b67818f11faee55ad32b3ec5a31.txt  \n",
            " extracting: /content/roboflow/train/labels/-25B75F91-9590-4B9D-A441-755612305E00-png_jpg.rf.97f6e512fb8e66cdb42609b48268186e.txt  \n",
            " extracting: /content/roboflow/train/labels/-25B75F91-9590-4B9D-A441-755612305E00-png_jpg.rf.a9d33ad12d24ebdcda023b800eeb6753.txt  \n",
            "  inflating: /content/roboflow/train/labels/-25B75F91-9590-4B9D-A441-755612305E00-png_jpg.rf.bc0a43638a06804ee85863ac22aa9ccd.txt  \n",
            "  inflating: /content/roboflow/train/labels/-25B75F91-9590-4B9D-A441-755612305E00-png_jpg.rf.d4faee15cf3f24c51fe50dc6b3c11d3f.txt  \n",
            "  inflating: /content/roboflow/train/labels/-26A4102E-9D99-421D-91DC-9E66089FF2F6-png_jpg.rf.4b3f6cdfe41e02d933e27e4191de992f.txt  \n",
            "  inflating: /content/roboflow/train/labels/-26A4102E-9D99-421D-91DC-9E66089FF2F6-png_jpg.rf.8399719a104443392844e7fc1ca89b84.txt  \n",
            "  inflating: /content/roboflow/train/labels/-26A4102E-9D99-421D-91DC-9E66089FF2F6-png_jpg.rf.8d876c83951e03828ff64e56b71ae9d9.txt  \n",
            "  inflating: /content/roboflow/train/labels/-26A4102E-9D99-421D-91DC-9E66089FF2F6-png_jpg.rf.a50609ff4323b02ac15a7bdf430cad30.txt  \n",
            "  inflating: /content/roboflow/train/labels/-26A4102E-9D99-421D-91DC-9E66089FF2F6-png_jpg.rf.a7327114e4f58caed494b6480ec73dbe.txt  \n",
            "  inflating: /content/roboflow/train/labels/-26D423C9-C9F8-4CA3-B49E-3664225FB20C-png_jpg.rf.1e19dfb9a2e9fa30005c23a72d3d8994.txt  \n",
            "  inflating: /content/roboflow/train/labels/-26D423C9-C9F8-4CA3-B49E-3664225FB20C-png_jpg.rf.2514fd0ae7fc3065b14dedb02ce197e3.txt  \n",
            "  inflating: /content/roboflow/train/labels/-2846226C-6A55-4876-B717-7F8A5FA4E560-png_jpg.rf.2265b05e5a1d930074ed8a63a5fef877.txt  \n",
            "  inflating: /content/roboflow/train/labels/-2846226C-6A55-4876-B717-7F8A5FA4E560-png_jpg.rf.62ef9e5088098f89d93e12b521129e57.txt  \n",
            "  inflating: /content/roboflow/train/labels/-28A7CBC5-452A-4B8D-91E0-397F87E23E7F-png_jpg.rf.88e5130747d54c8cbfc327f071d7ef55.txt  \n",
            "  inflating: /content/roboflow/train/labels/-28A7CBC5-452A-4B8D-91E0-397F87E23E7F-png_jpg.rf.ba722ffa4712b589b3d8d5bb6961611f.txt  \n",
            "  inflating: /content/roboflow/train/labels/-28A7CBC5-452A-4B8D-91E0-397F87E23E7F-png_jpg.rf.c36ed600c3f069601b7112c914bd3253.txt  \n",
            "  inflating: /content/roboflow/train/labels/-2AE9E484-CD7E-45FB-BD22-3EB7588C1224-png_jpg.rf.2dc6988ac5ff2fcd88634f6eb3ca788b.txt  \n",
            "  inflating: /content/roboflow/train/labels/-2AE9E484-CD7E-45FB-BD22-3EB7588C1224-png_jpg.rf.ccd145665b2467770d16003038a70837.txt  \n",
            "  inflating: /content/roboflow/train/labels/-2B9B8378-CF94-4121-9F57-AA504E361DEC-png_jpg.rf.b06c993f58125a9c3a1ef5690b97eb2e.txt  \n",
            "  inflating: /content/roboflow/train/labels/-2B9B8378-CF94-4121-9F57-AA504E361DEC-png_jpg.rf.ffddf785580d0f84d53a5b95460e2815.txt  \n",
            "  inflating: /content/roboflow/train/labels/-2CC30CC7-5872-41C8-80F9-549219177A84-png_jpg.rf.59bc96f82d0745094742b1eaac4902bc.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3130BF7E-8143-44C3-AC0D-8068C9108560-png_jpg.rf.6770a8aff3f8bf7d4f5ae6f7defab374.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3130BF7E-8143-44C3-AC0D-8068C9108560-png_jpg.rf.bc24ca147a4a4b753d89f205f81c135d.txt  \n",
            "  inflating: /content/roboflow/train/labels/-332D2462-631E-4F9D-914E-9EA5A217A8FA-png_jpg.rf.028893a139591865711d31627dbd4026.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3372F3CB-7432-4FE7-B9BB-DFB5D1FC3CD4-png_jpg.rf.4f3b61f14a5caab0b644e495f07a3e4a.txt  \n",
            "  inflating: /content/roboflow/train/labels/-341F28F4-B515-475F-8729-F40EFDDDF0C2-png_jpg.rf.0b8bafb4873755b8e54faa41b4e12506.txt  \n",
            "  inflating: /content/roboflow/train/labels/-341F28F4-B515-475F-8729-F40EFDDDF0C2-png_jpg.rf.ac22e6aed866e56ac3ec7906c55ec4db.txt  \n",
            "  inflating: /content/roboflow/train/labels/-341F28F4-B515-475F-8729-F40EFDDDF0C2-png_jpg.rf.c283141e9d625e87d5d336d16ebe2289.txt  \n",
            "  inflating: /content/roboflow/train/labels/-344A5C5C-CF3A-48B7-BE2F-7373A99B6465-png_jpg.rf.3d8cb3742e1544b2f071d90b09c3c952.txt  \n",
            "  inflating: /content/roboflow/train/labels/-344A5C5C-CF3A-48B7-BE2F-7373A99B6465-png_jpg.rf.590298027ac03fb550a98c655de0e30c.txt  \n",
            " extracting: /content/roboflow/train/labels/-3571FC71-85E8-4968-8882-3A4B92AC8388-png_jpg.rf.7ee7560e6055625e5f749d614bec24f8.txt  \n",
            "  inflating: /content/roboflow/train/labels/-35C8F869-003E-4989-ADF3-F79D890A8FE4-png_jpg.rf.0185f421579b613e8b5e06f9fb6120db.txt  \n",
            "  inflating: /content/roboflow/train/labels/-35C8F869-003E-4989-ADF3-F79D890A8FE4-png_jpg.rf.6a5246588a3561642b0ff83758c5ff78.txt  \n",
            "  inflating: /content/roboflow/train/labels/-375329E9-678F-4B48-AED2-472A7ED60D19-png_jpg.rf.a1ebd5704af612b5963e160ebe9c167a.txt  \n",
            "  inflating: /content/roboflow/train/labels/-375329E9-678F-4B48-AED2-472A7ED60D19-png_jpg.rf.e61a1c670039913b451bf7ceae53bf31.txt  \n",
            "  inflating: /content/roboflow/train/labels/-37621770-EA10-4509-962F-29AD0F6F09D8-png_jpg.rf.30a987e9b113d4f115971e60354f3cbb.txt  \n",
            "  inflating: /content/roboflow/train/labels/-37621770-EA10-4509-962F-29AD0F6F09D8-png_jpg.rf.63c867aa8b56bb676e2f8198ce33670e.txt  \n",
            "  inflating: /content/roboflow/train/labels/-37621770-EA10-4509-962F-29AD0F6F09D8-png_jpg.rf.ec4f32da9d0a3d157498a11fcd2d4f1f.txt  \n",
            "  inflating: /content/roboflow/train/labels/-37EAFDFC-4667-4A10-98F7-3C9FB6EC7912-png_jpg.rf.228eb29284c84430a359fe5172f03158.txt  \n",
            "  inflating: /content/roboflow/train/labels/-37EAFDFC-4667-4A10-98F7-3C9FB6EC7912-png_jpg.rf.c2cd0fb39166b59d3f3c508edcaa648a.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3827C0BE-B55D-4ADE-9938-9DC7D50A32DD-png_jpg.rf.1dceb3e4b3675a959c5fc38a61dae006.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3827C0BE-B55D-4ADE-9938-9DC7D50A32DD-png_jpg.rf.6405f750c505edc60268bd9589fe6eea.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3827C0BE-B55D-4ADE-9938-9DC7D50A32DD-png_jpg.rf.8a71934b44bac03d77b73ea4b98ecadc.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3827C0BE-B55D-4ADE-9938-9DC7D50A32DD-png_jpg.rf.a264b2766c30ede1611b34b42590178c.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3827C0BE-B55D-4ADE-9938-9DC7D50A32DD-png_jpg.rf.b688155b15e834b6e9d7584fa3459852.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3947B75C-299F-46E6-84AF-947CB4AE712E-png_jpg.rf.02daeaaabb3f5a330daccc1fd792c3dd.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3947B75C-299F-46E6-84AF-947CB4AE712E-png_jpg.rf.736c53fc82c392450d918065d38eaae7.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3947B75C-299F-46E6-84AF-947CB4AE712E-png_jpg.rf.ec43f9bf4396764c1fd1d144a027f755.txt  \n",
            "  inflating: /content/roboflow/train/labels/-394F92E4-59B2-4B85-9170-F782BC3DC244-png_jpg.rf.82915d7ad27865a7d34089789422b47b.txt  \n",
            "  inflating: /content/roboflow/train/labels/-394F92E4-59B2-4B85-9170-F782BC3DC244-png_jpg.rf.9da316b3b939404289e65b85f9e19cfd.txt  \n",
            "  inflating: /content/roboflow/train/labels/-394F92E4-59B2-4B85-9170-F782BC3DC244-png_jpg.rf.ae14e83123c6d988c22e12c2da3ee798.txt  \n",
            "  inflating: /content/roboflow/train/labels/-394F92E4-59B2-4B85-9170-F782BC3DC244-png_jpg.rf.cbc61e699ec041274ecd2e0fa9df0a7a.txt  \n",
            "  inflating: /content/roboflow/train/labels/-398D11E1-12E9-4FE1-83DA-198B0C1A0D9D-png_jpg.rf.991ca7b7f350ac2d7a06497ccada182d.txt  \n",
            "  inflating: /content/roboflow/train/labels/-398D11E1-12E9-4FE1-83DA-198B0C1A0D9D-png_jpg.rf.fc15b0db0d4472e96487739f7991419c.txt  \n",
            "  inflating: /content/roboflow/train/labels/-39CA14CD-A783-4F15-AEE6-F52595AC33A1-png_jpg.rf.1fe1fd6e796ced19d0ed549217f163b8.txt  \n",
            "  inflating: /content/roboflow/train/labels/-39CA14CD-A783-4F15-AEE6-F52595AC33A1-png_jpg.rf.50120829a4e7c8c2792f166fc9cde9c1.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3AFF5173-8DB5-4DFD-A3AD-3ED85BD289FB-png_jpg.rf.6a04d386c9747b49c396d767fd937d32.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3AFF5173-8DB5-4DFD-A3AD-3ED85BD289FB-png_jpg.rf.81848729348b82e6266228fcbef3c851.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3B056DBB-3097-4BCB-A38A-F66FA7470A6C-png_jpg.rf.c40c4fc452cf73170d93b7f711ca3a5b.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3B056DBB-3097-4BCB-A38A-F66FA7470A6C-png_jpg.rf.d6f2873b716117353ed0e0e38d579e3b.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3B056DBB-3097-4BCB-A38A-F66FA7470A6C-png_jpg.rf.db453449b465a2ce705009e448aecd8d.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3B056DBB-3097-4BCB-A38A-F66FA7470A6C-png_jpg.rf.f5b3af826c0eed37558e4452784f6d50.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3B48CB36-3DE2-4088-B9D1-6F639B60DA9C-png_jpg.rf.29ac2a0d8764130b59df6e487e8453fb.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3B48CB36-3DE2-4088-B9D1-6F639B60DA9C-png_jpg.rf.75093a10add252fa25f2a0fdbc149de2.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3B48CB36-3DE2-4088-B9D1-6F639B60DA9C-png_jpg.rf.7a4b48baff1df89566b7a6ba04c9d048.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3B54DE29-3BCA-4191-A23E-003270236E01-png_jpg.rf.0818a291d817617280069c44daa8b074.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3B54DE29-3BCA-4191-A23E-003270236E01-png_jpg.rf.227cfbc04c144caa21b97d16fbfab6a6.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3B54DE29-3BCA-4191-A23E-003270236E01-png_jpg.rf.7d3f915d9107d8313e04641938feb9fd.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3C758EB2-E016-4C89-93CE-0E4FF51161C2-png_jpg.rf.181a181b19c0d8b45ca1e1b2c08e4cd9.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3C758EB2-E016-4C89-93CE-0E4FF51161C2-png_jpg.rf.3e1d0db253cf4c47aeb90b0fa503d343.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3C758EB2-E016-4C89-93CE-0E4FF51161C2-png_jpg.rf.53473776d4671a7dd2f5bf0a884af147.txt  \n",
            "  inflating: /content/roboflow/train/labels/-3D578705-6794-4049-BF6D-A828FC4F0722-png_jpg.rf.c54098bb32380f40287c77d016ac7400.txt  \n",
            "  inflating: /content/roboflow/train/labels/-400E9E90-CD4A-470F-89E2-C9E1D1854AAB-png_jpg.rf.4b2b0f807dd3f10c1bc7d472971596a0.txt  \n",
            "  inflating: /content/roboflow/train/labels/-400E9E90-CD4A-470F-89E2-C9E1D1854AAB-png_jpg.rf.c04e3763bfb342c6c3b599c72d3e5a4b.txt  \n",
            " extracting: /content/roboflow/train/labels/-400E9E90-CD4A-470F-89E2-C9E1D1854AAB-png_jpg.rf.df2336a08ac3d95c94f9116b6e2ab7fa.txt  \n",
            " extracting: /content/roboflow/train/labels/-400E9E90-CD4A-470F-89E2-C9E1D1854AAB-png_jpg.rf.f9de1c4c2b2768e706ec63d3e70c701d.txt  \n",
            "  inflating: /content/roboflow/train/labels/-410FB936-1128-4721-89DE-79E2F58D3B24-png_jpg.rf.82c68b08260772de8e6f1d87d36d71ae.txt  \n",
            "  inflating: /content/roboflow/train/labels/-41421EB3-10E7-4E8B-9D22-424751A9FE8A-png_jpg.rf.1139c5d2e6529d2e47125bc735b7abb4.txt  \n",
            "  inflating: /content/roboflow/train/labels/-41421EB3-10E7-4E8B-9D22-424751A9FE8A-png_jpg.rf.79cf5d4eb62934ba87a0a31a2f073992.txt  \n",
            "  inflating: /content/roboflow/train/labels/-420B178A-1068-4C65-B00F-763738FCB982-png_jpg.rf.0e0d2d02e32037f8f0488f6e6a737a33.txt  \n",
            "  inflating: /content/roboflow/train/labels/-420B178A-1068-4C65-B00F-763738FCB982-png_jpg.rf.13373fdd224b9bac14010d4c2b6b6e53.txt  \n",
            "  inflating: /content/roboflow/train/labels/-420B178A-1068-4C65-B00F-763738FCB982-png_jpg.rf.344359acfada666a348fce2813e1a10b.txt  \n",
            "  inflating: /content/roboflow/train/labels/-420B178A-1068-4C65-B00F-763738FCB982-png_jpg.rf.c82b39464d02ac14b3daccec5b0ee2c0.txt  \n",
            "  inflating: /content/roboflow/train/labels/-422F5744-FC5F-4A43-8DFE-CEF738B5015C-png_jpg.rf.3ae1f95bdd1ba046f2dfe55c03283098.txt  \n",
            "  inflating: /content/roboflow/train/labels/-422F5744-FC5F-4A43-8DFE-CEF738B5015C-png_jpg.rf.83c76d2999542a928e98a83e37d8d02b.txt  \n",
            "  inflating: /content/roboflow/train/labels/-423FE4FB-F3E1-4E8E-8A40-5A99AEF6C353-png_jpg.rf.26c525440c4e7e4446dc927c46074aa1.txt  \n",
            "  inflating: /content/roboflow/train/labels/-423FE4FB-F3E1-4E8E-8A40-5A99AEF6C353-png_jpg.rf.dd706c800d6968fc03648d5c503aa1f4.txt  \n",
            "  inflating: /content/roboflow/train/labels/-431A51B8-216A-4491-8839-72DCD54029AD-png_jpg.rf.6db97465767deaff1c366b94df6ce8b5.txt  \n",
            "  inflating: /content/roboflow/train/labels/-431A51B8-216A-4491-8839-72DCD54029AD-png_jpg.rf.8747398f59f87f78a40665c807b9f16f.txt  \n",
            "  inflating: /content/roboflow/train/labels/-44DB40B6-D520-4654-A07D-E87A49846F12-png_jpg.rf.1b3610b11bddef01445e1ba6e75bb41d.txt  \n",
            "  inflating: /content/roboflow/train/labels/-44DB40B6-D520-4654-A07D-E87A49846F12-png_jpg.rf.225691024608102bf1bc1a018042272b.txt  \n",
            "  inflating: /content/roboflow/train/labels/-44DB40B6-D520-4654-A07D-E87A49846F12-png_jpg.rf.364b37d841ebfd383554aba2204207cf.txt  \n",
            "  inflating: /content/roboflow/train/labels/-44DB40B6-D520-4654-A07D-E87A49846F12-png_jpg.rf.51475d45ef30390b2da41cc3a1f300b3.txt  \n",
            "  inflating: /content/roboflow/train/labels/-44DB40B6-D520-4654-A07D-E87A49846F12-png_jpg.rf.a82508f670957895b50d7b449ea6641a.txt  \n",
            "  inflating: /content/roboflow/train/labels/-44DB40B6-D520-4654-A07D-E87A49846F12-png_jpg.rf.c716a27434e8409ca5730f73cc12f42c.txt  \n",
            "  inflating: /content/roboflow/train/labels/-44DB40B6-D520-4654-A07D-E87A49846F12-png_jpg.rf.d50c20e2215f91202121fc5e0fea0608.txt  \n",
            "  inflating: /content/roboflow/train/labels/-44DB40B6-D520-4654-A07D-E87A49846F12-png_jpg.rf.eb28040fe5b3ff49af69b90e899b0801.txt  \n",
            "  inflating: /content/roboflow/train/labels/-44EED5AD-F010-4649-819C-9091185CA9AD-png_jpg.rf.31057313bb1116763fcf25def3cc0da2.txt  \n",
            "  inflating: /content/roboflow/train/labels/-44EED5AD-F010-4649-819C-9091185CA9AD-png_jpg.rf.5f2f747c9e17e80a1a26a936fb8bb2f5.txt  \n",
            "  inflating: /content/roboflow/train/labels/-44EED5AD-F010-4649-819C-9091185CA9AD-png_jpg.rf.954a1d8aae2eddbb7206373072c3841d.txt  \n",
            "  inflating: /content/roboflow/train/labels/-44EED5AD-F010-4649-819C-9091185CA9AD-png_jpg.rf.ab80fcfa210c9b7e382c1077a6c45863.txt  \n",
            "  inflating: /content/roboflow/train/labels/-44EED5AD-F010-4649-819C-9091185CA9AD-png_jpg.rf.dc2b91dfd29bc2a0c3bb215be6e14913.txt  \n",
            "  inflating: /content/roboflow/train/labels/-465396AA-4CB9-4625-A390-70D9E748937A-png_jpg.rf.28ef4f010cad5c8f386fb0e2ad25e3cc.txt  \n",
            "  inflating: /content/roboflow/train/labels/-469593C2-4B3A-4A0B-B78A-24B4A79CCC35-png_jpg.rf.3b34736082dd015ca57596743a3da59e.txt  \n",
            "  inflating: /content/roboflow/train/labels/-48CC7018-725B-4547-B690-F5BE19F7A7B8-png_jpg.rf.a9f11ce73c4245416fc484b6769ef612.txt  \n",
            "  inflating: /content/roboflow/train/labels/-496DFB6F-CD96-44F4-8CF4-683733EC79B6-png_jpg.rf.3af5d9212a68d16fc2f76a60adfa5591.txt  \n",
            " extracting: /content/roboflow/train/labels/-496DFB6F-CD96-44F4-8CF4-683733EC79B6-png_jpg.rf.e4ff66c848eea7f29b33822fe07307fc.txt  \n",
            "  inflating: /content/roboflow/train/labels/-4B472EFE-F5FA-44B6-A214-B41E70E2A0BC-png_jpg.rf.218c9f3468fe41c0652281c6b58e8526.txt  \n",
            "  inflating: /content/roboflow/train/labels/-4B472EFE-F5FA-44B6-A214-B41E70E2A0BC-png_jpg.rf.228c95a9d46e8e77468687ce9fc017f2.txt  \n",
            "  inflating: /content/roboflow/train/labels/-4B472EFE-F5FA-44B6-A214-B41E70E2A0BC-png_jpg.rf.8841275e69ba9d00ea59bc263d4e7281.txt  \n",
            "  inflating: /content/roboflow/train/labels/-4B472EFE-F5FA-44B6-A214-B41E70E2A0BC-png_jpg.rf.930790a96aeb61e4cc76edb794bf5ab2.txt  \n",
            "  inflating: /content/roboflow/train/labels/-4B472EFE-F5FA-44B6-A214-B41E70E2A0BC-png_jpg.rf.c3e330b2ac92634e28f3ff72f39c0ef8.txt  \n",
            "  inflating: /content/roboflow/train/labels/-4B733FC3-CEF8-427E-B4A1-7C1E04168672-png_jpg.rf.7ecde4f64ad8dc0c3e219494b3e2ae6b.txt  \n",
            "  inflating: /content/roboflow/train/labels/-4B741C2C-6B83-4220-B69F-FCD31BA7BD93-png_jpg.rf.4ff97ee8800a387eea201857c42dc297.txt  \n",
            "  inflating: /content/roboflow/train/labels/-4B741C2C-6B83-4220-B69F-FCD31BA7BD93-png_jpg.rf.59c5d8f1b22aced9e929cfb2a1eb855b.txt  \n",
            "  inflating: /content/roboflow/train/labels/-4BB97EA4-824F-4351-B178-A426E8AE6051-png_jpg.rf.1fd067c81b44f1f9aa804a1d82565d0f.txt  \n",
            "  inflating: /content/roboflow/train/labels/-4BB97EA4-824F-4351-B178-A426E8AE6051-png_jpg.rf.d99c9c94ac6cdf3b1f4ceb25af36266f.txt  \n",
            "  inflating: /content/roboflow/train/labels/-4C46AFBE-4FFB-4612-923E-76294EF2233B-png_jpg.rf.2341033b270978813cf94c662796ebb1.txt  \n",
            "  inflating: /content/roboflow/train/labels/-4C46AFBE-4FFB-4612-923E-76294EF2233B-png_jpg.rf.2bfede2ad0c144dfd2280baffdc4a488.txt  \n",
            "  inflating: /content/roboflow/train/labels/-4C46AFBE-4FFB-4612-923E-76294EF2233B-png_jpg.rf.6dcd3cd9522e264e22d852436f201736.txt  \n",
            "  inflating: /content/roboflow/train/labels/-4C46AFBE-4FFB-4612-923E-76294EF2233B-png_jpg.rf.efd055bb20c8fc1d0bd345e06b99aefd.txt  \n",
            "  inflating: /content/roboflow/train/labels/-4C9F05A1-7CD5-458B-B604-60361B491683-png_jpg.rf.15aaf488c3036e07eef8d3d8e693857a.txt  \n",
            "  inflating: /content/roboflow/train/labels/-4C9F05A1-7CD5-458B-B604-60361B491683-png_jpg.rf.78805b9f22a2f9e934873bf4d805284f.txt  \n",
            "  inflating: /content/roboflow/train/labels/-4C9F05A1-7CD5-458B-B604-60361B491683-png_jpg.rf.9543cf1364422a682643cc89f808f22f.txt  \n",
            "  inflating: /content/roboflow/train/labels/-4C9F05A1-7CD5-458B-B604-60361B491683-png_jpg.rf.9bd02ea2e8e58c47ffb7e945ddae1866.txt  \n",
            " extracting: /content/roboflow/train/labels/-4D888E2B-7F5D-4626-B4FF-E092A163D4B5-png_jpg.rf.70ec6940ae65344dcf6d5421b46cd97f.txt  \n",
            "  inflating: /content/roboflow/train/labels/-4DFF09F8-2283-495F-9C84-6A25870884F8-png_jpg.rf.95c22639a33eafc2bde02a3cf0515b59.txt  \n",
            "  inflating: /content/roboflow/train/labels/-4FB14832-DB4E-41E9-B8FC-9D33DEB67AAA-png_jpg.rf.182a84bbffa683c9df5cdf7473598323.txt  \n",
            "  inflating: /content/roboflow/train/labels/-4FB14832-DB4E-41E9-B8FC-9D33DEB67AAA-png_jpg.rf.c99a4be0fb2f527ca81e8f66bf982fb6.txt  \n",
            "  inflating: /content/roboflow/train/labels/-50894A9D-DA2D-4049-9C7B-6006F32452BC-png_jpg.rf.56f26d3f416fc7521f4b7913396c1445.txt  \n",
            "  inflating: /content/roboflow/train/labels/-50894A9D-DA2D-4049-9C7B-6006F32452BC-png_jpg.rf.dd56b08cd1767501699323cc22e1ac00.txt  \n",
            "  inflating: /content/roboflow/train/labels/-51FFF967-684D-4519-8EC0-A9C7CC6F2280-png_jpg.rf.1e5286e2279da956993bd054824c244a.txt  \n",
            "  inflating: /content/roboflow/train/labels/-51FFF967-684D-4519-8EC0-A9C7CC6F2280-png_jpg.rf.48a6446cb7fd30b405fcc69ddb735bfa.txt  \n",
            "  inflating: /content/roboflow/train/labels/-51FFF967-684D-4519-8EC0-A9C7CC6F2280-png_jpg.rf.ddb00b02660e6be8f8e0423e79133f1c.txt  \n",
            "  inflating: /content/roboflow/train/labels/-52262D73-8B4E-4F06-883D-4C6E2E6ADED2-png_jpg.rf.4071f45a6162cb0236b7afa4aef4c70f.txt  \n",
            " extracting: /content/roboflow/train/labels/-52262D73-8B4E-4F06-883D-4C6E2E6ADED2-png_jpg.rf.4a641421731a95b782f8a1a773c2db69.txt  \n",
            "  inflating: /content/roboflow/train/labels/-526B0491-0C42-4F0F-A201-ECFD6ED3DD6E-png_jpg.rf.23c2e013e4d1616fd7f8a7c5605d1ab5.txt  \n",
            "  inflating: /content/roboflow/train/labels/-526B0491-0C42-4F0F-A201-ECFD6ED3DD6E-png_jpg.rf.25ba323ab3e8c2dccca05f16192fa5a0.txt  \n",
            "  inflating: /content/roboflow/train/labels/-526B0491-0C42-4F0F-A201-ECFD6ED3DD6E-png_jpg.rf.636e1b6438e63bbc1f3a0048f51b0803.txt  \n",
            "  inflating: /content/roboflow/train/labels/-526B0491-0C42-4F0F-A201-ECFD6ED3DD6E-png_jpg.rf.bcf8639f76a3688a27ea28268799f6b1.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5273059D-9AB0-4D26-B042-322F7A5E4CCD-png_jpg.rf.3037c913caec9c2037cdb22627fa5f76.txt  \n",
            "  inflating: /content/roboflow/train/labels/-52C0EFE4-90C2-473F-9FEE-2E416111A8C7-png_jpg.rf.6f1e323f5869e8c9870a7ed7bfd4c520.txt  \n",
            "  inflating: /content/roboflow/train/labels/-52D877A5-D9D5-4B8F-848F-E449684E4869-png_jpg.rf.98bcec5443eaf6ad511c5fe6dda334e7.txt  \n",
            "  inflating: /content/roboflow/train/labels/-531F16FE-7468-484D-8B14-D5229D4851B8-png_jpg.rf.14461cf2c46f7b05304cb311731d8bc7.txt  \n",
            "  inflating: /content/roboflow/train/labels/-531F16FE-7468-484D-8B14-D5229D4851B8-png_jpg.rf.3438dfd55da7714089389082e0e4aca1.txt  \n",
            "  inflating: /content/roboflow/train/labels/-531F16FE-7468-484D-8B14-D5229D4851B8-png_jpg.rf.7102540353ef97ec70f30912e6b46246.txt  \n",
            "  inflating: /content/roboflow/train/labels/-531F16FE-7468-484D-8B14-D5229D4851B8-png_jpg.rf.ddad90d125dda60c4d4ef179900a2858.txt  \n",
            "  inflating: /content/roboflow/train/labels/-531F16FE-7468-484D-8B14-D5229D4851B8-png_jpg.rf.dfe7f8121f065f26a95d362dc1419162.txt  \n",
            " extracting: /content/roboflow/train/labels/-531F9D36-6096-4999-B709-28F1E5F38DFE-png_jpg.rf.1bf9d8919dbe3d153a98abfa2ea5862c.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5399AA20-C3A4-4841-9CA4-0D18DFCA3806-png_jpg.rf.1fff207b40c04fd38bcc983f3a7d1dc3.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5399AA20-C3A4-4841-9CA4-0D18DFCA3806-png_jpg.rf.9e53db38ce36eefd0bc8dc31aa6c6e7a.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5399AA20-C3A4-4841-9CA4-0D18DFCA3806-png_jpg.rf.f63d4ee0ed1d79d5453059c5ab6c59b2.txt  \n",
            " extracting: /content/roboflow/train/labels/-53C40FB0-F866-4F4A-A410-D32C65C75BB4-png_jpg.rf.1d2678a5945811eec35d2aa92db27d1c.txt  \n",
            " extracting: /content/roboflow/train/labels/-53C40FB0-F866-4F4A-A410-D32C65C75BB4-png_jpg.rf.1d942fbf6ca461f5533e11480cb06450.txt  \n",
            "  inflating: /content/roboflow/train/labels/-53C40FB0-F866-4F4A-A410-D32C65C75BB4-png_jpg.rf.4f545ab119c038e547acc73ed26ee4f2.txt  \n",
            "  inflating: /content/roboflow/train/labels/-53C40FB0-F866-4F4A-A410-D32C65C75BB4-png_jpg.rf.5c428aad09f60082484c4f5f55ba1a5d.txt  \n",
            "  inflating: /content/roboflow/train/labels/-53C40FB0-F866-4F4A-A410-D32C65C75BB4-png_jpg.rf.edc5ca627b11b48f461bf920d550938b.txt  \n",
            "  inflating: /content/roboflow/train/labels/-53C40FB0-F866-4F4A-A410-D32C65C75BB4-png_jpg.rf.f6c60b964e202922d12afc3e73f064bc.txt  \n",
            "  inflating: /content/roboflow/train/labels/-53D41263-2FA3-40DF-9556-1EB08D19D5F1-png_jpg.rf.90d37abb769aa32b1fcd993342530319.txt  \n",
            "  inflating: /content/roboflow/train/labels/-53D41263-2FA3-40DF-9556-1EB08D19D5F1-png_jpg.rf.93d7033f288a27622f885bafdc9cc49a.txt  \n",
            "  inflating: /content/roboflow/train/labels/-53D41263-2FA3-40DF-9556-1EB08D19D5F1-png_jpg.rf.f43b7185889509603d6bb11f235050bd.txt  \n",
            "  inflating: /content/roboflow/train/labels/-541C6E4C-DEC9-4725-97C0-B773CF5182AB-png_jpg.rf.3f82f8c6840638a243d1f0560bf1d8cb.txt  \n",
            "  inflating: /content/roboflow/train/labels/-541C6E4C-DEC9-4725-97C0-B773CF5182AB-png_jpg.rf.59987db429d18831198a15ee37fcee3a.txt  \n",
            "  inflating: /content/roboflow/train/labels/-541C6E4C-DEC9-4725-97C0-B773CF5182AB-png_jpg.rf.7e1ae97e58a199846da9bfac876a2520.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5481DCB8-6595-495C-BFEB-5B74B2345808-png_jpg.rf.2456c41b63b6b339427374bdf92d648a.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5481DCB8-6595-495C-BFEB-5B74B2345808-png_jpg.rf.3cacf962f103bbf3b54c36859f2920c9.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5481DCB8-6595-495C-BFEB-5B74B2345808-png_jpg.rf.516ce02fa23ffa9877141807ca500d15.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5541726B-201F-4295-A6CB-AA0F566A62F9-png_jpg.rf.af9288627ce09a9d08ab14536ef01ceb.txt  \n",
            " extracting: /content/roboflow/train/labels/-560B3012-6E26-4551-A44C-6F4AB53B707E-png_jpg.rf.0b05d90fb8d357852b64761aafbe2c03.txt  \n",
            "  inflating: /content/roboflow/train/labels/-560B3012-6E26-4551-A44C-6F4AB53B707E-png_jpg.rf.0d677005ff1a4df00f895c1c623277cf.txt  \n",
            " extracting: /content/roboflow/train/labels/-560B3012-6E26-4551-A44C-6F4AB53B707E-png_jpg.rf.332e0c72f2cdd57ea2f8a9c85e3eda65.txt  \n",
            "  inflating: /content/roboflow/train/labels/-560B3012-6E26-4551-A44C-6F4AB53B707E-png_jpg.rf.469b9c411f6da2675f11580350fc7ad1.txt  \n",
            " extracting: /content/roboflow/train/labels/-560B3012-6E26-4551-A44C-6F4AB53B707E-png_jpg.rf.6e1bd02470160397885400ef6f5d676c.txt  \n",
            " extracting: /content/roboflow/train/labels/-560B3012-6E26-4551-A44C-6F4AB53B707E-png_jpg.rf.8a57bc256742c301de933a7ba14576a4.txt  \n",
            "  inflating: /content/roboflow/train/labels/-560B3012-6E26-4551-A44C-6F4AB53B707E-png_jpg.rf.90e745b49bc265d3b80c0003cb3f2cb1.txt  \n",
            "  inflating: /content/roboflow/train/labels/-560B3012-6E26-4551-A44C-6F4AB53B707E-png_jpg.rf.cfa4e7f64ecb1f88286ae8d3047aee7a.txt  \n",
            "  inflating: /content/roboflow/train/labels/-560FDA71-D338-4454-BC81-857A74DE813D-png_jpg.rf.4fedc35c2d8e7a59f4d928691d637d46.txt  \n",
            "  inflating: /content/roboflow/train/labels/-560FDA71-D338-4454-BC81-857A74DE813D-png_jpg.rf.e0fdee80d6d9f8fb088ae24fe7d87a84.txt  \n",
            "  inflating: /content/roboflow/train/labels/-56EAA0B9-41EA-46F5-99F9-433F614E42FB-png_jpg.rf.7bd92cf5d66f18b28f79559e147fa915.txt  \n",
            "  inflating: /content/roboflow/train/labels/-56EAA0B9-41EA-46F5-99F9-433F614E42FB-png_jpg.rf.c66a6bfd07e88ae8ee001b8c77299692.txt  \n",
            "  inflating: /content/roboflow/train/labels/-56EAA0B9-41EA-46F5-99F9-433F614E42FB-png_jpg.rf.d3909c883b5f8a32effc53fa65e2d8f1.txt  \n",
            "  inflating: /content/roboflow/train/labels/-56EAA0B9-41EA-46F5-99F9-433F614E42FB-png_jpg.rf.fb296e562f176fef65f8e56fed51ae89.txt  \n",
            "  inflating: /content/roboflow/train/labels/-56EF2068-CDF4-4068-80A1-E567375D4AE6-png_jpg.rf.3ceed22aa1de660f437c6342119802c7.txt  \n",
            "  inflating: /content/roboflow/train/labels/-56EF2068-CDF4-4068-80A1-E567375D4AE6-png_jpg.rf.6c5947cf2ef2d18acf91d9b9beff00a5.txt  \n",
            "  inflating: /content/roboflow/train/labels/-56EF2068-CDF4-4068-80A1-E567375D4AE6-png_jpg.rf.a182a0761f155d77388023588ae0e71b.txt  \n",
            "  inflating: /content/roboflow/train/labels/-58A0B6C6-CAE2-41F9-9A9F-6B6E1A4EE492-png_jpg.rf.0aae21b427661e88571f61003188665c.txt  \n",
            "  inflating: /content/roboflow/train/labels/-58A0B6C6-CAE2-41F9-9A9F-6B6E1A4EE492-png_jpg.rf.e384d91cfca864daef1918740af2e5f8.txt  \n",
            "  inflating: /content/roboflow/train/labels/-59D02DDC-DB49-41DA-8B1F-33712FDE8CEE-png_jpg.rf.a51c60e8ddac07893b798dfe37166e08.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5A06964D-6D40-4132-A769-F21A3B8E1DAA-png_jpg.rf.23eb8e18f57961688762ab12eecca78a.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5A06964D-6D40-4132-A769-F21A3B8E1DAA-png_jpg.rf.5133afa053b6794e09eaf76b949e9bfc.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5A06964D-6D40-4132-A769-F21A3B8E1DAA-png_jpg.rf.d103137c9742172f4a51288bd8d6c911.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5AD2C6FA-9814-4CB1-822E-3A617443C49E-png_jpg.rf.352f72fb3c1f03f4bc2199c5d028fa56.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5AD2C6FA-9814-4CB1-822E-3A617443C49E-png_jpg.rf.47796466b9e235105d394f1228e9820a.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5AD2C6FA-9814-4CB1-822E-3A617443C49E-png_jpg.rf.806c85adc9ed91f41ae17ee68150a581.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5AD2C6FA-9814-4CB1-822E-3A617443C49E-png_jpg.rf.992eca39ae173547b0981c034bafcd17.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5AF06BED-94B4-4CFE-9682-4D5AB122CE95-png_jpg.rf.3920e57d79d8bff96a25743dd7e14139.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5AF06BED-94B4-4CFE-9682-4D5AB122CE95-png_jpg.rf.7d5cbb1e05d1af4b5ff46ada54034c90.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5AF06BED-94B4-4CFE-9682-4D5AB122CE95-png_jpg.rf.b90e1918612301149861d6d6296ed39b.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5AF06BED-94B4-4CFE-9682-4D5AB122CE95-png_jpg.rf.bf223143b74391876c63fca94bb10aa3.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5AF06BED-94B4-4CFE-9682-4D5AB122CE95-png_jpg.rf.db7e5cd3b27b90e4af9774d0996573ed.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5BAA1216-71C7-41C4-8494-D0AFE9C52AF5-png_jpg.rf.31c4a0776f533caa9f7a0d2c3e54ecf9.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5BAA1216-71C7-41C4-8494-D0AFE9C52AF5-png_jpg.rf.88524d2f7f76f65f6cf89e977dda938f.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5BAA1216-71C7-41C4-8494-D0AFE9C52AF5-png_jpg.rf.9ed379b5289788032e97e6ee9bdf1b4b.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5BAA1216-71C7-41C4-8494-D0AFE9C52AF5-png_jpg.rf.af3b24fe8280dd47b127a174701fe5ec.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5BB5033D-F96D-4681-808D-9BCBE7C2221E-png_jpg.rf.a860a747068e38ce5e0ed1e1e848c4e4.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5BB5033D-F96D-4681-808D-9BCBE7C2221E-png_jpg.rf.e6dc88a3f6f3d2c948f4b9bc693f2130.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5BB5033D-F96D-4681-808D-9BCBE7C2221E-png_jpg.rf.f9fc2c1ac63461c8d1e8040a4a9bf22c.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5BCD3433-D1A0-436B-B906-4809400FC43E-png_jpg.rf.44cb4bed453f9b9e96e8d3b7c12525da.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5C9472C7-6F7B-45B6-A2F4-0CE739421A98-png_jpg.rf.1a547558cb5e94c53ee40b4fed2df7d3.txt  \n",
            " extracting: /content/roboflow/train/labels/-5C9472C7-6F7B-45B6-A2F4-0CE739421A98-png_jpg.rf.69fa43c54691b5bc98d81226249dda72.txt  \n",
            " extracting: /content/roboflow/train/labels/-5C9472C7-6F7B-45B6-A2F4-0CE739421A98-png_jpg.rf.9a19b423db4f97d2956ec2979616e034.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5CEE3337-3AF2-49E4-AE4E-42B9E2E44512-png_jpg.rf.15994afd1c41bce663b5a8b057e8595a.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5CEE3337-3AF2-49E4-AE4E-42B9E2E44512-png_jpg.rf.8f56a788d1cccbbe0bd7571c57e6df6a.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5D5BA3F7-FDD8-4C19-8DAC-D5384A81B407-png_jpg.rf.2de8d3399fdddbd7ce4eb2016538fdc1.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5D890027-73FC-42D9-B3D5-2ED473A73B66-png_jpg.rf.8bead8d42701fa5db2a1414eaf2acd8c.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5D890027-73FC-42D9-B3D5-2ED473A73B66-png_jpg.rf.b7b28fbb88da95bb6a273e91541513d9.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5DB86A4E-D64A-4032-ACF4-957B38D438C9-png_jpg.rf.4b6181a8cc3875e9ba16c9ccbe402ee6.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5DB86A4E-D64A-4032-ACF4-957B38D438C9-png_jpg.rf.a0908d13fd4dfe3a8b8a85bef174f68f.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5E037376-5D27-4953-9841-0083E8D06D0B-png_jpg.rf.48eee56c0e6dc97f625fdb7efcf84a1c.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5E037376-5D27-4953-9841-0083E8D06D0B-png_jpg.rf.a8c9326f3d04d6b05c7e3567867d60b6.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5E492592-1503-4FFB-A59A-7C84C8FB58C8-png_jpg.rf.115c5c68d59d38c462f9fd25b11ae702.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5E492592-1503-4FFB-A59A-7C84C8FB58C8-png_jpg.rf.ae4d5287e29c1cb7f1dea005fde5c955.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5E492592-1503-4FFB-A59A-7C84C8FB58C8-png_jpg.rf.c2160842f293e07b19a220ac6bec55b4.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5E492592-1503-4FFB-A59A-7C84C8FB58C8-png_jpg.rf.c8a839c9cfee75031bb9d3bf24ae5287.txt  \n",
            " extracting: /content/roboflow/train/labels/-5E69D234-D9EE-4A15-ABEB-52BA04828890-png_jpg.rf.aa03c41762c0007ca461532836d7ac34.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5E8CB65C-3365-4514-AC80-892C8BF6B0BE-png_jpg.rf.56195a92b066678822b835b686eff5c4.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5E8CB65C-3365-4514-AC80-892C8BF6B0BE-png_jpg.rf.8787b9b25cd0fe6438187aefbb5710ee.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5E8CB65C-3365-4514-AC80-892C8BF6B0BE-png_jpg.rf.fb49f3dc5a76e99416ccf813eef005d6.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5EA2A12A-708A-4984-80AC-438C76933457-png_jpg.rf.5b88beca6a4b172819d857abb535f621.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5EA2A12A-708A-4984-80AC-438C76933457-png_jpg.rf.b55495f173d03f871dbef184e55c95d5.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5EA2A12A-708A-4984-80AC-438C76933457-png_jpg.rf.f29d09d41b81979e0cdac0643b886041.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5F381E05-B9B8-4054-8444-EFE81AA4B78C-png_jpg.rf.1345e72653f9b072b3682f35e4f7a04a.txt  \n",
            "  inflating: /content/roboflow/train/labels/-5F381E05-B9B8-4054-8444-EFE81AA4B78C-png_jpg.rf.a25c792637fc37ceefa30d8b64ef683b.txt  \n",
            "  inflating: /content/roboflow/train/labels/-608B1B77-EBBE-4E69-AB2F-13A3A5ED4C39-png_jpg.rf.00f6a849c15e89f6c5eac4319c7a4eb2.txt  \n",
            "  inflating: /content/roboflow/train/labels/-611BF23F-5A2C-45D6-A4DC-033938DD1CA5-png_jpg.rf.5ce7789abd9ebe6425286dd94e4d491b.txt  \n",
            "  inflating: /content/roboflow/train/labels/-611BF23F-5A2C-45D6-A4DC-033938DD1CA5-png_jpg.rf.b7c880b19993be198a8d6d4a12c67c08.txt  \n",
            "  inflating: /content/roboflow/train/labels/-618A0E4F-DFF5-4624-B30C-9F657BE51772-png_jpg.rf.245b4ffe151ceaa103e203ee16d9791f.txt  \n",
            "  inflating: /content/roboflow/train/labels/-618A0E4F-DFF5-4624-B30C-9F657BE51772-png_jpg.rf.3dbb7ce6ea6ff56c16797d8036038823.txt  \n",
            "  inflating: /content/roboflow/train/labels/-618A0E4F-DFF5-4624-B30C-9F657BE51772-png_jpg.rf.6e60d944744468a2f03ab802ae3a10e4.txt  \n",
            "  inflating: /content/roboflow/train/labels/-6254A622-2157-4AD7-BB2C-4A3F4E465B5A-png_jpg.rf.2584f3039cafb33c8f364b7edd0ffbec.txt  \n",
            "  inflating: /content/roboflow/train/labels/-6254A622-2157-4AD7-BB2C-4A3F4E465B5A-png_jpg.rf.9feae64037c83d3ecbd75fb4ddbb5aca.txt  \n",
            "  inflating: /content/roboflow/train/labels/-6254A622-2157-4AD7-BB2C-4A3F4E465B5A-png_jpg.rf.bd255007639ed347f699d11924bb7fdf.txt  \n",
            "  inflating: /content/roboflow/train/labels/-62DA7C7D-C50D-40A7-87D1-DB8633F1F29D-png_jpg.rf.176a011effa3f056e57c01cc18abac68.txt  \n",
            "  inflating: /content/roboflow/train/labels/-62DA7C7D-C50D-40A7-87D1-DB8633F1F29D-png_jpg.rf.2ecdc8145623b9bb566d93caa6e870ba.txt  \n",
            "  inflating: /content/roboflow/train/labels/-62DA7C7D-C50D-40A7-87D1-DB8633F1F29D-png_jpg.rf.3d2f00497da02becbf6b6333303677c9.txt  \n",
            "  inflating: /content/roboflow/train/labels/-62DA7C7D-C50D-40A7-87D1-DB8633F1F29D-png_jpg.rf.8280bb5123bdbd40ec187152bac42efa.txt  \n",
            "  inflating: /content/roboflow/train/labels/-62DA7C7D-C50D-40A7-87D1-DB8633F1F29D-png_jpg.rf.880313dccc6f42e8df1b906cf5aa3532.txt  \n",
            "  inflating: /content/roboflow/train/labels/-63A3759B-1595-4A66-BB62-1E7F580BA753-png_jpg.rf.1572acdf2a79c5765d1d804cfdfa4da2.txt  \n",
            "  inflating: /content/roboflow/train/labels/-63A3759B-1595-4A66-BB62-1E7F580BA753-png_jpg.rf.47f72e03d664342ddc493f97b5c8bccd.txt  \n",
            "  inflating: /content/roboflow/train/labels/-63A3759B-1595-4A66-BB62-1E7F580BA753-png_jpg.rf.ff90667c2b62ff5f2c0b862a6d58832c.txt  \n",
            "  inflating: /content/roboflow/train/labels/-66F945A5-3856-4F91-9EDD-6EF4833F57FA-png_jpg.rf.758c93cfc8da508c07eb7635fb73c884.txt  \n",
            "  inflating: /content/roboflow/train/labels/-6895811E-6E26-4DBD-A7ED-F7A529684BBA-png_jpg.rf.35f33c4cafc8ab1b5bb0ea93172ed1ee.txt  \n",
            "  inflating: /content/roboflow/train/labels/-6895811E-6E26-4DBD-A7ED-F7A529684BBA-png_jpg.rf.6f0973c326bae6f41a74e148bd895df3.txt  \n",
            "  inflating: /content/roboflow/train/labels/-6895811E-6E26-4DBD-A7ED-F7A529684BBA-png_jpg.rf.8e2b822b2a997092ce5f0e6931310e15.txt  \n",
            "  inflating: /content/roboflow/train/labels/-6D8CF994-CDAD-4784-9A07-C91C6EEDA073-png_jpg.rf.1f0c1a5104a90548d907e4543808118c.txt  \n",
            "  inflating: /content/roboflow/train/labels/-6D8CF994-CDAD-4784-9A07-C91C6EEDA073-png_jpg.rf.371b8eb05d76403e70bfd203cb1a748d.txt  \n",
            "  inflating: /content/roboflow/train/labels/-6D8CF994-CDAD-4784-9A07-C91C6EEDA073-png_jpg.rf.9e819f5f62addf5621d4e315b3764b76.txt  \n",
            "  inflating: /content/roboflow/train/labels/-6D8CF994-CDAD-4784-9A07-C91C6EEDA073-png_jpg.rf.b3d7d0ed9611be04c93509bbbbdbe78c.txt  \n",
            "  inflating: /content/roboflow/train/labels/-6D8CF994-CDAD-4784-9A07-C91C6EEDA073-png_jpg.rf.ee54bab4e80a8e800ea186d8db32f0cc.txt  \n",
            "  inflating: /content/roboflow/train/labels/-8561227C-3731-4CFC-9FE9-2715B581C159-png_jpg.rf.414fa70ce44484b8ac802741157fde6c.txt  \n",
            "  inflating: /content/roboflow/train/labels/-8561227C-3731-4CFC-9FE9-2715B581C159-png_jpg.rf.9ae9098af7787619adb654f3a4ba145b.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B3FF9CBC-6C9F-4BDD-B814-790723E32E98-png_jpg.rf.2b505a9e6485350aefccde0f7246c663.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B41BBCCE-A512-4CBA-94C0-D236EC1DEBA1-png_jpg.rf.8ea69309323fe16d2de2dc8fc05b803e.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B41BBCCE-A512-4CBA-94C0-D236EC1DEBA1-png_jpg.rf.bc4f984c101076b8717cba2f9ee0a3e7.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B41BBCCE-A512-4CBA-94C0-D236EC1DEBA1-png_jpg.rf.cd9066e20ef058ae5748351dc738c155.txt  \n",
            " extracting: /content/roboflow/train/labels/-B4B37676-C20D-4C4F-BD6A-2A3A1EEF7AEF-png_jpg.rf.69fc1df8a9cbf61deb3fe992bd24c8e7.txt  \n",
            " extracting: /content/roboflow/train/labels/-B4B37676-C20D-4C4F-BD6A-2A3A1EEF7AEF-png_jpg.rf.d94fc0ff30073998e28f67235813d745.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B4C05A41-CD1A-4081-9609-EEFF67F464BE-png_jpg.rf.0a2b1ab7959a58f917a71c16ca2e568b.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B4C05A41-CD1A-4081-9609-EEFF67F464BE-png_jpg.rf.77a71e71ed2313b4511e42d197bfa4e0.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B4C05A41-CD1A-4081-9609-EEFF67F464BE-png_jpg.rf.bf9e6ca5f6388a760666c31c8a2591b9.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B545A484-7AEC-4211-AE64-92650557307F-png_jpg.rf.4ddee74adf1f6530a3fd5d67d0aabdaa.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B545A484-7AEC-4211-AE64-92650557307F-png_jpg.rf.a7c26a584f9771e235da4a367d0f0ed7.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B545A484-7AEC-4211-AE64-92650557307F-png_jpg.rf.d715e47ee313db20712b7dfd765583d9.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B545A484-7AEC-4211-AE64-92650557307F-png_jpg.rf.def61ab913ed3030fb5ec23b3907720b.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B545A484-7AEC-4211-AE64-92650557307F-png_jpg.rf.f367255c0b9b273d39ecfdadb777b847.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B59BC424-0AB7-4880-82A8-54AC24CC8C85-png_jpg.rf.5cd322527826b9a9a6783759a9a0edc8.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B59BC424-0AB7-4880-82A8-54AC24CC8C85-png_jpg.rf.90ba7a6b4d65de47389f5eda9a824102.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B59BC424-0AB7-4880-82A8-54AC24CC8C85-png_jpg.rf.d74217d0cf0c0efeb10cedc1dbeafefb.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B6D061C7-37D5-4849-8F5F-2F1BEBFAE4D2-png_jpg.rf.01892147725b9f0dd8b37fff8fb3a150.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B6D061C7-37D5-4849-8F5F-2F1BEBFAE4D2-png_jpg.rf.3f8958e91dce21e906bb3b3f6a1772f2.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B7C16E32-9846-40EF-8C8E-B26051E149DF-png_jpg.rf.143fc2ff844ffcffe440c6ac9b8f3e8a.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B7C16E32-9846-40EF-8C8E-B26051E149DF-png_jpg.rf.444be3ebff7c0f3af2b28e7fee799fa1.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B8116B0D-7D32-4C4A-9F5D-D72766C72DB5-png_jpg.rf.5e99dded84c7c17c5f85fc536ee755ef.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B8116B0D-7D32-4C4A-9F5D-D72766C72DB5-png_jpg.rf.800fbc3d95ea135abc96306d4bb32616.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B83337D2-1F91-4346-B7A4-222F8A45CBF0-png_jpg.rf.097fec857d13e551e27d303c7f794221.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B83337D2-1F91-4346-B7A4-222F8A45CBF0-png_jpg.rf.d637bf2ebe48508237fd1d472cb4e5ae.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B8DB5A5A-AB24-4C45-BC0F-6F213320FE7B-png_jpg.rf.cc99f8cf0900582f194ad537d5c8d408.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B9AA9C0E-404F-4AB4-B015-183269CB4261-png_jpg.rf.4af4e65f68ab61a1737bbf7128bf5b24.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B9AA9C0E-404F-4AB4-B015-183269CB4261-png_jpg.rf.743f7651e7d1bf9d2343df8907d4bd3a.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B9AA9C0E-404F-4AB4-B015-183269CB4261-png_jpg.rf.972a41e58d05ac18c52c07b6be1e9ebd.txt  \n",
            "  inflating: /content/roboflow/train/labels/-B9AA9C0E-404F-4AB4-B015-183269CB4261-png_jpg.rf.c00713cf35102e3bffff728fdeaedd86.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BAAC60D7-E665-4186-BAA3-B3E20F8D397C-png_jpg.rf.1d79d8a0cdb510193159cc593c6c31c2.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BAAC60D7-E665-4186-BAA3-B3E20F8D397C-png_jpg.rf.a92a2fdda1e2f57f0141eb858c941e85.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BABD5091-6597-40E1-82D1-29A0F4DCD9E0-png_jpg.rf.4067813e478b45a894222b002779c736.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BABD5091-6597-40E1-82D1-29A0F4DCD9E0-png_jpg.rf.80cd8bf494d14cbe18fa412938ea28aa.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BABD5091-6597-40E1-82D1-29A0F4DCD9E0-png_jpg.rf.95ce716d11403beb96f69874d8ee2723.txt  \n",
            " extracting: /content/roboflow/train/labels/-BAE1D45C-2B9A-4C23-AB1D-BD0C25964678-png_jpg.rf.6901ba9e499d2de6667fe7305b749f74.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BAEF245D-475F-4C90-807D-558E1FFFBF2A-png_jpg.rf.2ea0e2947d00ee228300bf1881e99667.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BBC6D213-1075-48CE-B772-FDD44F34A3E7-png_jpg.rf.5ae3fecd8f133ab79a6a9cf0f31940ed.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BBC6D213-1075-48CE-B772-FDD44F34A3E7-png_jpg.rf.a56ae965bed605b75841f48eac6f3ded.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BBD3A9D1-8F01-497D-BBD8-C864EF1F4689-png_jpg.rf.155b5d223f0a17365c7fb79f0c15ed1e.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BCD3FEC3-6941-430A-A64B-5E445E741343-png_jpg.rf.6c3401033c83ce806d20a6203cb405a7.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BD23F506-8DE9-4C71-B79A-585BF30E68A5-png_jpg.rf.6e4d815775b8cc857b763306dc421a64.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BD23F506-8DE9-4C71-B79A-585BF30E68A5-png_jpg.rf.dcd439c2f03df8d977281b8963951349.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BD23F506-8DE9-4C71-B79A-585BF30E68A5-png_jpg.rf.e8a916add8a95780175c54c5a290b7ba.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BD499523-8602-4C68-8E63-FCE23A82AA16-png_jpg.rf.0f18485c9dc30dbfa0caedadd2c0b3e0.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BD499523-8602-4C68-8E63-FCE23A82AA16-png_jpg.rf.1a45a36b99c20368fcbbf1bf95ca122b.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BD499523-8602-4C68-8E63-FCE23A82AA16-png_jpg.rf.3ea957516d522e9889f86ee9474fd7d6.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BD499523-8602-4C68-8E63-FCE23A82AA16-png_jpg.rf.7db411b1db858b8a64cc501b0d40b9f2.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BE1B7E1A-3BF4-44E6-A49D-E46AC48D77B0-png_jpg.rf.23a5e57577e684c76af861a64293e1c0.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BE1B7E1A-3BF4-44E6-A49D-E46AC48D77B0-png_jpg.rf.713a01a5f7cbd718bb62a4f255a1115e.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BE1B7E1A-3BF4-44E6-A49D-E46AC48D77B0-png_jpg.rf.ec6d050673c7927d4b6447d55f42fc3d.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BE412F80-6FDD-4522-8C6B-D26DA55927F5-png_jpg.rf.94f99f81688c6d7dc47d85cc7432837b.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BE412F80-6FDD-4522-8C6B-D26DA55927F5-png_jpg.rf.ee07adbe8d981be4a41496d499fcb643.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BEACF130-F07D-4352-87CF-2BBC32A8C5AC-png_jpg.rf.c6ac850564a35b30a16978b3d6632d78.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BF27E7F2-0C42-45C0-A751-91723B77D799-png_jpg.rf.01d3deeed03cf258e1da0c052da6a4b6.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BF27E7F2-0C42-45C0-A751-91723B77D799-png_jpg.rf.3a20e9ca1b316560480aa57d8dae996f.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BF27E7F2-0C42-45C0-A751-91723B77D799-png_jpg.rf.67cd96f2a37df0c24268a13068791f80.txt  \n",
            "  inflating: /content/roboflow/train/labels/-BF27E7F2-0C42-45C0-A751-91723B77D799-png_jpg.rf.9df9ffb3852cf8da433fbd99a4836ee7.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C006FC45-64AF-4FA9-B836-17F1DE49F186-png_jpg.rf.c7f9660056a4d4c88421697ac5d49b9c.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C04C7AD3-AEAC-4250-9856-9D1606800D44-png_jpg.rf.7253e85a4024a26d535cbfc727d1d607.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C04C7AD3-AEAC-4250-9856-9D1606800D44-png_jpg.rf.da542db1e5e05e94e908d30d4524140b.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C0A680DB-DB9F-47C7-BE3B-74E6A294E203-png_jpg.rf.357de203d2ce40c47a12a8ea1a11f861.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C0A680DB-DB9F-47C7-BE3B-74E6A294E203-png_jpg.rf.77104ea950ab3ebcc252acdd3454c24f.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C0A680DB-DB9F-47C7-BE3B-74E6A294E203-png_jpg.rf.c246d6baa55c794640988a6851710424.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C182A49E-641F-4C62-A54F-86397CBD2780-png_jpg.rf.0c2cfdfa50e493a68c362b357c01a772.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C182A49E-641F-4C62-A54F-86397CBD2780-png_jpg.rf.3a4045dbef361352c5146668adf29f91.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C182A49E-641F-4C62-A54F-86397CBD2780-png_jpg.rf.3cddb69cd28a9fd8babf31e208c03e36.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C182A49E-641F-4C62-A54F-86397CBD2780-png_jpg.rf.6f9cb77b6f8edea81d8ab1f87914dd82.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C182A49E-641F-4C62-A54F-86397CBD2780-png_jpg.rf.97fadbee4a9f2e8e06b813fbd3b44488.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C182A49E-641F-4C62-A54F-86397CBD2780-png_jpg.rf.be6d753cb9293c52ce2386df0bcc885e.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C2D8DECE-2C51-4217-9B45-88F76CBC1D6C-png_jpg.rf.49688f19da898e0a1a1eb8f88bbb3d00.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C2D8DECE-2C51-4217-9B45-88F76CBC1D6C-png_jpg.rf.c132a755433ecaff7796e1420977d5e8.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C2DEBBE3-7D35-4B32-8AC1-D9271147FDB7-png_jpg.rf.e66966b0d1046f99189f175fcc442dc6.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C3D83141-091E-44E3-B5AF-321A93A32FD2-png_jpg.rf.29ed987d3485b5386277f43f007d57e6.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C4FB6EE5-2134-4252-A3E7-FCE53E7F5D62-png_jpg.rf.5ae390f28b530282c7f0d28f6138b8b3.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C68F6C52-A1C7-4769-BF21-99923AA98C04-png_jpg.rf.17f638918c009e8a46dd48945b71a3af.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C68F6C52-A1C7-4769-BF21-99923AA98C04-png_jpg.rf.a42b5bcca8a30db9843afef6f67378aa.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C6E3BB9A-DF12-4C1E-B325-8480F9DDDF74-png_jpg.rf.351e1895526197d9440db4126b153f74.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C6E3BB9A-DF12-4C1E-B325-8480F9DDDF74-png_jpg.rf.49e262608b25ed773ac0d5d43e772c91.txt  \n",
            " extracting: /content/roboflow/train/labels/-C6E3BB9A-DF12-4C1E-B325-8480F9DDDF74-png_jpg.rf.b258fe381e6c063415a314eb3f5c3739.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C8A077AE-C474-4AAB-A0E4-24F4F9266447-png_jpg.rf.99e597a56f0d814d096066213a7d0507.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C8A077AE-C474-4AAB-A0E4-24F4F9266447-png_jpg.rf.ae394ed2e55c86946a12bed94cbe6423.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C8A077AE-C474-4AAB-A0E4-24F4F9266447-png_jpg.rf.b0fecf23aca544d5b4e61b5d04f71225.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C8A077AE-C474-4AAB-A0E4-24F4F9266447-png_jpg.rf.c34c23d11168008fe10feb0e18b8e1da.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C8A077AE-C474-4AAB-A0E4-24F4F9266447-png_jpg.rf.d9f1f779a2c8eae9e49e51134f012b83.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C8A077AE-C474-4AAB-A0E4-24F4F9266447-png_jpg.rf.e76de6f3a84a7dd212de2760be9e3ab2.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C94776E1-EF34-4408-A9D3-69BE388FC761-png_jpg.rf.bd68e14c796dd6da217c8edae3d9b696.txt  \n",
            "  inflating: /content/roboflow/train/labels/-C96EB60C-375E-476D-8D20-3643A20C26B5-png_jpg.rf.b3c0b8fcb331817dec2e357ad2668f6e.txt  \n",
            "  inflating: /content/roboflow/train/labels/-CA63295D-EEBE-42A2-943B-25B1D28D5745-png_jpg.rf.4b1a3d0214bf5d126ca429bd50676719.txt  \n",
            "  inflating: /content/roboflow/train/labels/-CA63295D-EEBE-42A2-943B-25B1D28D5745-png_jpg.rf.e0d7ed2b94439c182d556f6044dbc5ca.txt  \n",
            "  inflating: /content/roboflow/train/labels/-CB279B0A-743F-4855-AE98-C9A9D0E40A22-png_jpg.rf.5432da281c3dea833c1b95a0f6b22d18.txt  \n",
            "  inflating: /content/roboflow/train/labels/-CB279B0A-743F-4855-AE98-C9A9D0E40A22-png_jpg.rf.9a8c2f0d5d7a8ffbd53bde1cdd8d1fb3.txt  \n",
            "  inflating: /content/roboflow/train/labels/-CCEF01A1-0F47-495F-A37B-F77800A03B07-png_jpg.rf.1b9c4514fe14decf92c89be3f29cf418.txt  \n",
            "  inflating: /content/roboflow/train/labels/-CCEF01A1-0F47-495F-A37B-F77800A03B07-png_jpg.rf.3f26e77349877835f1582877df546808.txt  \n",
            "  inflating: /content/roboflow/train/labels/-CCFB44DE-C25D-4C37-981B-6DBCB4F963AB-png_jpg.rf.28a156ec5eb67d24c6ae204d9a6ee477.txt  \n",
            "  inflating: /content/roboflow/train/labels/-CCFB44DE-C25D-4C37-981B-6DBCB4F963AB-png_jpg.rf.5f239b9be3cd2a4923df44f5fbcdc358.txt  \n",
            "  inflating: /content/roboflow/train/labels/-CF18C7DF-3DC1-4F14-A3B1-8521CEE36C3E-png_jpg.rf.68d4b777508c3c3b0ab0b2440f2ac55a.txt  \n",
            "  inflating: /content/roboflow/train/labels/-CF18C7DF-3DC1-4F14-A3B1-8521CEE36C3E-png_jpg.rf.93805e58d76d084a983fc1dc8eb7ab18.txt  \n",
            "  inflating: /content/roboflow/train/labels/-CF18C7DF-3DC1-4F14-A3B1-8521CEE36C3E-png_jpg.rf.bbcbbaf8842fc742149641faa83178e4.txt  \n",
            "  inflating: /content/roboflow/train/labels/-CF2B7A09-EC0C-4B1D-BDA5-7FD52B39F0F8-png_jpg.rf.f70c5120aebea229bbbfd4156facc3fe.txt  \n",
            "  inflating: /content/roboflow/train/labels/-CF43F395-72F5-4264-B3F8-6B49D71F17FA-png_jpg.rf.0cbeb329b2e9ca7c744e2f8144063f45.txt  \n",
            "  inflating: /content/roboflow/train/labels/-CF43F395-72F5-4264-B3F8-6B49D71F17FA-png_jpg.rf.12c97fd509278dcc60b6e7995cc8d068.txt  \n",
            "  inflating: /content/roboflow/train/labels/-CF43F395-72F5-4264-B3F8-6B49D71F17FA-png_jpg.rf.82ce8d7c41153dc341f9072f00fd2941.txt  \n",
            "  inflating: /content/roboflow/train/labels/-CF43F395-72F5-4264-B3F8-6B49D71F17FA-png_jpg.rf.9ae43289849cb817581b723168c20d19.txt  \n",
            "  inflating: /content/roboflow/train/labels/-CF43F395-72F5-4264-B3F8-6B49D71F17FA-png_jpg.rf.b21133aa71c8da94461c5dc0bce65d89.txt  \n",
            "  inflating: /content/roboflow/train/labels/-CFB928D0-84D7-4021-B542-4F3E73E475AE-png_jpg.rf.18fd6b9236fa6ef7c5a20c3752f60c58.txt  \n",
            "  inflating: /content/roboflow/train/labels/-CFB928D0-84D7-4021-B542-4F3E73E475AE-png_jpg.rf.857311af124b9bd179972d59958a0540.txt  \n",
            "  inflating: /content/roboflow/train/labels/-CFB928D0-84D7-4021-B542-4F3E73E475AE-png_jpg.rf.94083ab8d1377f0ef56f47828693133f.txt  \n",
            "  inflating: /content/roboflow/train/labels/-CFB928D0-84D7-4021-B542-4F3E73E475AE-png_jpg.rf.a2b4756d881be9c50fbb4182c1d89d87.txt  \n",
            "  inflating: /content/roboflow/train/labels/-CFB928D0-84D7-4021-B542-4F3E73E475AE-png_jpg.rf.cdcaa83f6f6f7755f09a21afba8b7d70.txt  \n",
            "  inflating: /content/roboflow/train/labels/-CFB928D0-84D7-4021-B542-4F3E73E475AE-png_jpg.rf.ee5738df56eb228632a56375e35b1401.txt  \n",
            "  inflating: /content/roboflow/train/labels/-D033F88A-8CE6-40D3-9005-E2697DC83F11-png_jpg.rf.056910492941d8957389fe50432346c8.txt  \n",
            "  inflating: /content/roboflow/train/labels/-D033F88A-8CE6-40D3-9005-E2697DC83F11-png_jpg.rf.3da9ec4b863f8aa4d14ddc3ce3f74abd.txt  \n",
            "  inflating: /content/roboflow/train/labels/-D033F88A-8CE6-40D3-9005-E2697DC83F11-png_jpg.rf.a6c7da8ffab42bbe94ff7326ba27605f.txt  \n",
            "  inflating: /content/roboflow/train/labels/-D2C63838-6966-45B0-99FF-C22521BF9149-png_jpg.rf.1767ba0e9815542f1b01f0b1ba560d15.txt  \n",
            "  inflating: /content/roboflow/train/labels/-D2C63838-6966-45B0-99FF-C22521BF9149-png_jpg.rf.68f2491a7d1c74d5ffbd51c2f9867edd.txt  \n",
            "  inflating: /content/roboflow/train/labels/-D2C63838-6966-45B0-99FF-C22521BF9149-png_jpg.rf.8e8b1ff5fbe5c8735f154d9d0d6a8751.txt  \n",
            "  inflating: /content/roboflow/train/labels/-D2C63838-6966-45B0-99FF-C22521BF9149-png_jpg.rf.b9c536f9e126e5fd8e8db057b333687c.txt  \n",
            "  inflating: /content/roboflow/train/labels/-D328ABF6-BE7D-4800-92FD-89B13D699867-png_jpg.rf.71f5879808b56f398add28278840db9d.txt  \n",
            "  inflating: /content/roboflow/train/labels/-D328ABF6-BE7D-4800-92FD-89B13D699867-png_jpg.rf.e49ac0c8260b95af15ca6bf076e22190.txt  \n",
            "  inflating: /content/roboflow/train/labels/-D328ABF6-BE7D-4800-92FD-89B13D699867-png_jpg.rf.e9bc54401ee8d930fc5264b03dd096a1.txt  \n",
            "  inflating: /content/roboflow/train/labels/-D3D7864A-309B-4CE0-B18F-3CAC8DFD86D4-png_jpg.rf.26b4c2009c6d7eddb3c7e6ebe6ef6c7e.txt  \n",
            "  inflating: /content/roboflow/train/labels/-D3D7864A-309B-4CE0-B18F-3CAC8DFD86D4-png_jpg.rf.5860587903e1a5981c958a704c3ab8f8.txt  \n",
            "  inflating: /content/roboflow/train/labels/-D3D7864A-309B-4CE0-B18F-3CAC8DFD86D4-png_jpg.rf.61ac27d72a2e3f1c50644c88b6542671.txt  \n",
            " extracting: /content/roboflow/train/labels/-D3ED54BD-094A-471D-A8A9-C1A7B3262064-png_jpg.rf.150f688a727c57a25844ed611d8dfbc8.txt  \n",
            " extracting: /content/roboflow/train/labels/-D3ED54BD-094A-471D-A8A9-C1A7B3262064-png_jpg.rf.231c7f0c0f7c5ed7ab304a70db615094.txt  \n",
            "  inflating: /content/roboflow/train/labels/-D85575CA-53D0-451F-AAD8-3F9BE76F9E52-png_jpg.rf.c85678554b05c36f1e0f2eba1abff3a0.txt  \n",
            "  inflating: /content/roboflow/train/labels/-D92BD235-F2FB-41AB-AA48-E1BDDB51D6E4-png_jpg.rf.7573d661453c92969304998f1f19e685.txt  \n",
            "  inflating: /content/roboflow/train/labels/-D92BD235-F2FB-41AB-AA48-E1BDDB51D6E4-png_jpg.rf.7ba7784b961f61dc7dd5cc56cc1aae52.txt  \n",
            "  inflating: /content/roboflow/train/labels/-D92BD235-F2FB-41AB-AA48-E1BDDB51D6E4-png_jpg.rf.d5a9747dea0e2b4e3da5970fe665b5f6.txt  \n",
            "  inflating: /content/roboflow/train/labels/-D92BD235-F2FB-41AB-AA48-E1BDDB51D6E4-png_jpg.rf.ea13b2227f80206e6f8b1b1f3c12fc84.txt  \n",
            "  inflating: /content/roboflow/train/labels/-D994F2C9-B00C-45AB-B918-A4F8AB66DE71-png_jpg.rf.a34349ae1cb14ae1a82e2b448002eb91.txt  \n",
            "  inflating: /content/roboflow/train/labels/-DA921E8A-7BF2-44DE-AD8F-0C17D388AABD-png_jpg.rf.7115845d3639a9482fd9ccca21db5455.txt  \n",
            "  inflating: /content/roboflow/train/labels/-DA921E8A-7BF2-44DE-AD8F-0C17D388AABD-png_jpg.rf.90ac54a4555af799846e5593789afefe.txt  \n",
            " extracting: /content/roboflow/train/labels/-DC6190CE-238A-4C11-A283-27ADC0D9C646-png_jpg.rf.a0a623470e7347eff9a92b4ac9a9bab3.txt  \n",
            " extracting: /content/roboflow/train/labels/-DC6190CE-238A-4C11-A283-27ADC0D9C646-png_jpg.rf.b879beb7ddae7ea75963cfde3339890f.txt  \n",
            "  inflating: /content/roboflow/train/labels/-DCC10965-2F71-42B2-8751-833FAFC81B07-png_jpg.rf.390f84b73564e69ced80759cd4443745.txt  \n",
            "  inflating: /content/roboflow/train/labels/-DCC10965-2F71-42B2-8751-833FAFC81B07-png_jpg.rf.5551dbaa5f1473c0f843889afc8163ac.txt  \n",
            "  inflating: /content/roboflow/train/labels/-DCC10965-2F71-42B2-8751-833FAFC81B07-png_jpg.rf.775856bfd10164bfa37563cb75b8f7a4.txt  \n",
            "  inflating: /content/roboflow/train/labels/-DCC10965-2F71-42B2-8751-833FAFC81B07-png_jpg.rf.7b34de592c5f88ffa2829848c6947ab2.txt  \n",
            "  inflating: /content/roboflow/train/labels/-DCC10965-2F71-42B2-8751-833FAFC81B07-png_jpg.rf.911aa14c7ab29f9339dcfa4865aa7822.txt  \n",
            "  inflating: /content/roboflow/train/labels/-DCC10965-2F71-42B2-8751-833FAFC81B07-png_jpg.rf.a0859586f13dc4472e327b4d78e903ad.txt  \n",
            "  inflating: /content/roboflow/train/labels/-DD01F5C8-2930-4A6A-A022-E44F4091A9D7-png_jpg.rf.8e47e9bab9cec21ff1be2e3b2c98d9c7.txt  \n",
            "  inflating: /content/roboflow/train/labels/-DD356F9E-7CE3-47E6-AE8E-811CCE8A92CA-png_jpg.rf.52cb59bd027b50002de8b6672177f409.txt  \n",
            "  inflating: /content/roboflow/train/labels/-DD356F9E-7CE3-47E6-AE8E-811CCE8A92CA-png_jpg.rf.62d298b97f737685114a7c1b133addfd.txt  \n",
            "  inflating: /content/roboflow/train/labels/-DD356F9E-7CE3-47E6-AE8E-811CCE8A92CA-png_jpg.rf.95bfcc97273049fc753076a401f1a942.txt  \n",
            "  inflating: /content/roboflow/train/labels/-DD356F9E-7CE3-47E6-AE8E-811CCE8A92CA-png_jpg.rf.a027070959705710f1a59b0060c642ec.txt  \n",
            " extracting: /content/roboflow/train/labels/-DE1082FD-0948-4DF8-ABB3-902022027FE2-png_jpg.rf.8378a97ee9bb55bdde9ee3521e0b9cfb.txt  \n",
            "  inflating: /content/roboflow/train/labels/-DE24E442-B2F4-43B7-8741-6AA037A20D4E-png_jpg.rf.04d5fa11fdb82221218b3a4fef3d4222.txt  \n",
            "  inflating: /content/roboflow/train/labels/-DE24E442-B2F4-43B7-8741-6AA037A20D4E-png_jpg.rf.e4579de8f1a9102755f023981f013219.txt  \n",
            "  inflating: /content/roboflow/train/labels/-DE24E442-B2F4-43B7-8741-6AA037A20D4E-png_jpg.rf.ff1331b4f3013ddcc361a02cab2ea6ed.txt  \n",
            "  inflating: /content/roboflow/train/labels/-DF6ABE64-1B3B-4148-A35F-D957221C40B7-png_jpg.rf.0fa68f168bcf1fdbd0232efc04716177.txt  \n",
            "  inflating: /content/roboflow/train/labels/-DF6ABE64-1B3B-4148-A35F-D957221C40B7-png_jpg.rf.9fa88ff60e5facb2a1db30adcbf8cd41.txt  \n",
            "  inflating: /content/roboflow/train/labels/-E0F2527D-3B61-4274-8655-B807876330E9-png_jpg.rf.02753b869d26663876234e8e24871398.txt  \n",
            "  inflating: /content/roboflow/train/labels/-E1655382-7FF5-4725-9C33-D894A3A0881E-png_jpg.rf.588520adacbd90753e4fdc567da73913.txt  \n",
            "  inflating: /content/roboflow/train/labels/-E1655382-7FF5-4725-9C33-D894A3A0881E-png_jpg.rf.5bbc30c5c8df8ed94edb5f4c22efb341.txt  \n",
            "  inflating: /content/roboflow/train/labels/-E169C681-EEF4-4F14-8884-D6C35F9A4005-png_jpg.rf.a6e0194fd68924ef4e303aae8b246aa9.txt  \n",
            "  inflating: /content/roboflow/train/labels/-E169C681-EEF4-4F14-8884-D6C35F9A4005-png_jpg.rf.aee4be73d758869e274eac7c01f6c4e3.txt  \n",
            "  inflating: /content/roboflow/train/labels/-E39DE576-0BDF-4674-9CCE-4780BD8A5744-png_jpg.rf.5763108a8dd3d7af696c55f096102271.txt  \n",
            "  inflating: /content/roboflow/train/labels/-E39DE576-0BDF-4674-9CCE-4780BD8A5744-png_jpg.rf.8faa088090222df19dc75328af157e20.txt  \n",
            "  inflating: /content/roboflow/train/labels/-E39DE576-0BDF-4674-9CCE-4780BD8A5744-png_jpg.rf.bc589be7085b215e26182985dde552b2.txt  \n",
            "  inflating: /content/roboflow/train/labels/-E39DE576-0BDF-4674-9CCE-4780BD8A5744-png_jpg.rf.ed3b2d11bfc798523f7bacbbbf250ecc.txt  \n",
            "  inflating: /content/roboflow/train/labels/-E3D97881-36CB-441A-ADCA-6CB990F646FE-png_jpg.rf.ef7a7946008d837fd578db58391b088a.txt  \n",
            "  inflating: /content/roboflow/train/labels/-E3F89870-043A-4C41-8471-2FF269A778C3-png_jpg.rf.4674b42474ee5dcc46414d503b0ddecc.txt  \n",
            "  inflating: /content/roboflow/train/labels/-E3F89870-043A-4C41-8471-2FF269A778C3-png_jpg.rf.d16ae8a7fd899acff3ff9d66386b4f84.txt  \n",
            "  inflating: /content/roboflow/train/labels/-E3F89870-043A-4C41-8471-2FF269A778C3-png_jpg.rf.e3b4c3d439b038785b93492c8f26d27a.txt  \n",
            "  inflating: /content/roboflow/train/labels/-E4E37ACE-EAB9-4F03-8279-813B05F79336-png_jpg.rf.87cec5213eac3c27e619e5c1ea249e1b.txt  \n",
            "  inflating: /content/roboflow/train/labels/-F6C8BDBB-4AF8-454C-9460-BB89186D193C-png_jpg.rf.086fd208466032cf66a820973f0cc12f.txt  \n",
            "  inflating: /content/roboflow/train/labels/-F6C8BDBB-4AF8-454C-9460-BB89186D193C-png_jpg.rf.2aabfd1a3ea35cc3484e0f19643f0bb2.txt  \n",
            "  inflating: /content/roboflow/train/labels/-F6C8BDBB-4AF8-454C-9460-BB89186D193C-png_jpg.rf.3dbc77a3f5149310d32a87bdf93449bd.txt  \n",
            "  inflating: /content/roboflow/train/labels/-F6C8BDBB-4AF8-454C-9460-BB89186D193C-png_jpg.rf.4c552ac07f83deb5b0d986ccd8158ade.txt  \n",
            "  inflating: /content/roboflow/train/labels/-F6C8BDBB-4AF8-454C-9460-BB89186D193C-png_jpg.rf.5e5e0db8e974c1a2e245baff0255aabf.txt  \n",
            "  inflating: /content/roboflow/train/labels/-F6C8BDBB-4AF8-454C-9460-BB89186D193C-png_jpg.rf.bd5fbd06c68d735e6fb5aa331cf1c527.txt  \n",
            "  inflating: /content/roboflow/train/labels/-FFB52469-E780-47C4-887D-EEAD0226DDE5-png_jpg.rf.1a5b7b0baa6b26ba854885eed465e7cc.txt  \n",
            "  inflating: /content/roboflow/train/labels/-FFB52469-E780-47C4-887D-EEAD0226DDE5-png_jpg.rf.3cc1603ea608b2bf9989cf862a2bee9f.txt  \n",
            "  inflating: /content/roboflow/train/labels/-FFB52469-E780-47C4-887D-EEAD0226DDE5-png_jpg.rf.64810cbf22951d962cf5052dce4af2d4.txt  \n",
            "  inflating: /content/roboflow/train/labels/-FFB52469-E780-47C4-887D-EEAD0226DDE5-png_jpg.rf.988231f14f2434fc61853a4d3942aa4e.txt  \n",
            "  inflating: /content/roboflow/train/labels/-FFB52469-E780-47C4-887D-EEAD0226DDE5-png_jpg.rf.a8f36be15d29c212c8222b72d4260978.txt  \n",
            "  inflating: /content/roboflow/train/labels/-FFB52469-E780-47C4-887D-EEAD0226DDE5-png_jpg.rf.ee5a2685dca04f4dfa680434d332ce71.txt  \n",
            "  inflating: /content/roboflow/train/labels/-FFB52469-E780-47C4-887D-EEAD0226DDE5-png_jpg.rf.f2332ed271439b39951646bb5357d41e.txt  \n",
            "  inflating: /content/roboflow/train/labels/-FFB52469-E780-47C4-887D-EEAD0226DDE5-png_jpg.rf.f569ef52c39e12c49cc34c52e6027d08.txt  \n",
            "  inflating: /content/roboflow/train/labels/11_jpeg_jpg.rf.4138d891becf55c1c75987dfed069903.txt  \n",
            "  inflating: /content/roboflow/train/labels/11_jpeg_jpg.rf.7faf6cda712ace529289ca205681176d.txt  \n",
            "  inflating: /content/roboflow/train/labels/11_jpeg_jpg.rf.88e2f086d024f41c442a56618150a315.txt  \n",
            "  inflating: /content/roboflow/train/labels/11_jpeg_jpg.rf.a2209d4408f993a2012485f24550715c.txt  \n",
            " extracting: /content/roboflow/train/labels/11_jpeg_jpg.rf.d55606bcda50a42702b0c84412325af2.txt  \n",
            "  inflating: /content/roboflow/train/labels/11_jpeg_jpg.rf.e2264bd366cec7b5886fd97fe32af223.txt  \n",
            "  inflating: /content/roboflow/train/labels/11_jpeg_jpg.rf.eb8ce5c61b18b14e484856d36ca137a3.txt  \n",
            " extracting: /content/roboflow/train/labels/11_jpeg_jpg.rf.fea0e143b83c9fd7d8ff33999fe5f411.txt  \n",
            "  inflating: /content/roboflow/train/labels/12_jpeg_jpg.rf.12eed8de8139a15f8283c7cf9ae8e1d2.txt  \n",
            "  inflating: /content/roboflow/train/labels/12_jpeg_jpg.rf.9cc9ddbdd03b4176405eebf0966fdbf5.txt  \n",
            "  inflating: /content/roboflow/train/labels/12_jpeg_jpg.rf.d4d1f055d3c89a55e9000ec277acf7f5.txt  \n",
            "  inflating: /content/roboflow/train/labels/12_jpeg_jpg.rf.f281999bd9e345ca31413eda7f1ce901.txt  \n",
            "  inflating: /content/roboflow/train/labels/14_jpeg_jpg.rf.23ec640b415259078f50e8641789ef41.txt  \n",
            "  inflating: /content/roboflow/train/labels/14_jpeg_jpg.rf.8322c3a3a6868d258a0c33559c96a7bd.txt  \n",
            "  inflating: /content/roboflow/train/labels/15_jpeg_jpg.rf.1f8eec1930c0618f1a83ac07b4f7b86f.txt  \n",
            "  inflating: /content/roboflow/train/labels/15_jpeg_jpg.rf.5a650bd011852c547eef4d9e244fcc3f.txt  \n",
            "  inflating: /content/roboflow/train/labels/15_jpeg_jpg.rf.64205610ed4d2bf0d461d7a671dddcbb.txt  \n",
            "  inflating: /content/roboflow/train/labels/15_jpeg_jpg.rf.8898d478954d0a65acb74c438e4ec4f1.txt  \n",
            "  inflating: /content/roboflow/train/labels/15_jpeg_jpg.rf.93446af2a7c79116202ada3c675905af.txt  \n",
            "  inflating: /content/roboflow/train/labels/15_jpeg_jpg.rf.93edbb209d1c4bef07340a548d72c5b9.txt  \n",
            "  inflating: /content/roboflow/train/labels/15_jpeg_jpg.rf.e2678507c2fa82610e638d6092dfbb4a.txt  \n",
            "  inflating: /content/roboflow/train/labels/16_jpeg_jpg.rf.3ca8b7b419b4145074cb4018f880e819.txt  \n",
            "  inflating: /content/roboflow/train/labels/16_jpeg_jpg.rf.8f694febcf28b492e1217ae69263b4bb.txt  \n",
            "  inflating: /content/roboflow/train/labels/19_jpeg_jpg.rf.799ed2b6c4d5aa9da8081ce7a1025711.txt  \n",
            "  inflating: /content/roboflow/train/labels/20_jpeg_jpg.rf.d110190f7e3e1a4aa9efd0613767bd42.txt  \n",
            "  inflating: /content/roboflow/train/labels/20_jpeg_jpg.rf.fec4772e8650a8eb7e89e8507697a952.txt  \n",
            "  inflating: /content/roboflow/train/labels/22_jpeg_jpg.rf.09c58b56859f1f3f470328c979541990.txt  \n",
            "  inflating: /content/roboflow/train/labels/22_jpeg_jpg.rf.dab0d3f8f8b5780514043fbeec953fb2.txt  \n",
            "  inflating: /content/roboflow/train/labels/22_jpeg_jpg.rf.fc9e46506b2e6eb8196cb2ccc54504c7.txt  \n",
            " extracting: /content/roboflow/train/labels/2_jpeg_jpg.rf.336a24d6f2447758c99c7edf7ed6ef97.txt  \n",
            " extracting: /content/roboflow/train/labels/2_jpeg_jpg.rf.3cb0a62d307083e3de598d68b7cb229a.txt  \n",
            " extracting: /content/roboflow/train/labels/2_jpeg_jpg.rf.777df9c56a10d95f2bbfd7e7c8325b6c.txt  \n",
            " extracting: /content/roboflow/train/labels/3_jpeg_jpg.rf.26516b7d192f0dd8c37ada7264e9003d.txt  \n",
            "  inflating: /content/roboflow/train/labels/3_jpeg_jpg.rf.612f20d5ba8799dcd0f645c441bc5cf8.txt  \n",
            "  inflating: /content/roboflow/train/labels/6_jpeg_jpg.rf.6a4bff5eddbe74e665e717a7acc7d07a.txt  \n",
            "  inflating: /content/roboflow/train/labels/6_jpeg_jpg.rf.f441fa96b569a328c35514b5721963ed.txt  \n",
            " extracting: /content/roboflow/train/labels/7_jpeg_jpg.rf.765196cc84d3f767f4f5f7d4bf84302a.txt  \n",
            "  inflating: /content/roboflow/train/labels/8_jpeg_jpg.rf.6e81381559dba2ab263810854ed45c31.txt  \n",
            "  inflating: /content/roboflow/train/labels/8_jpeg_jpg.rf.aad138b9d070b214542721f5c7356f32.txt  \n",
            "  inflating: /content/roboflow/train/labels/9_jpeg_jpg.rf.ba39d999904f815313a5830ad2e8876f.txt  \n",
            "  inflating: /content/roboflow/train/labels/9_jpeg_jpg.rf.c9cd67e16ba3d42a2e4723a88883a4ee.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-11-29-at-20-15-43-1-_jpeg_jpg.rf.31507fb8121932413b110321a9a85e91.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-11-29-at-20-15-43-1-_jpeg_jpg.rf.c30886217a852b20d14faaa690661e00.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-11-29-at-20-15-43-1-_jpeg_jpg.rf.d1a16f170c4afdc04ba2c6fb050f0eff.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-11-29-at-20-15-43_jpeg_jpg.rf.7aa5cb5d6828271a9ca35df49a6fb2af.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-11-29-at-20-15-44-1-_jpeg_jpg.rf.b107f61c54ffb94d9e48d83a14099afc.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-11-29-at-20-15-44_jpeg_jpg.rf.6fb626c0a66683e9b0b3c5e40b16416e.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-11-29-at-20-15-44_jpeg_jpg.rf.ad69fb9a642a9b24960fa3407413e74d.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-11-29-at-20-15-44_jpeg_jpg.rf.def70ec828570fe65fcd2d44649324ef.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-11-29-at-20-15-44_jpeg_jpg.rf.e492b34d12d20e626f3e337d9f8d1c3f.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-18_jpeg_jpg.rf.0e62567d9f6360ace6b1b64462473937.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-18_jpeg_jpg.rf.3a63a8fc5791deb097d6dede29621a5a.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-18_jpeg_jpg.rf.b717690e6209ba17c405b155f7398e0f.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-24_jpeg_jpg.rf.22d8eff80f8574c5938efbd80cc22556.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-24_jpeg_jpg.rf.3f3d242b1c734e0b240ad88b3726ca34.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-24_jpeg_jpg.rf.94b868d4eb554696c2811367cd8e074f.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-29_jpeg_jpg.rf.4f37fc4f4e0d50c060601587889468e9.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-29_jpeg_jpg.rf.9871dbcd811e5ce95526fc042bb06b58.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-29_jpeg_jpg.rf.b872dc6af242b9cb546c95d04ba2c9e3.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-29_jpeg_jpg.rf.c75e3771f0418e643e1540bba4d17aa3.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-39_jpeg_jpg.rf.37e6f42d16ddb0850c72541f513e177e.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-39_jpeg_jpg.rf.3f2934800368d8aefd70815a650246ca.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-39_jpeg_jpg.rf.42a6c4e2bbbff4d600d3d80a7c11f8a0.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-39_jpeg_jpg.rf.78e85dd7c9ee01f6ea6d954953afbce1.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-39_jpeg_jpg.rf.c6aa45f112a2062d17acb7c6318f425c.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-39_jpeg_jpg.rf.e68e4d43d07429feed7bbc6b69034ec4.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-39_jpeg_jpg.rf.f9b7f8c99afd9cd0eb5106f77abb7820.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-45_jpeg_jpg.rf.339c2e2739997bd101ed1fab12eaaea5.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-45_jpeg_jpg.rf.9dbaeaa9e6254857dbc3b1bf0608028f.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-45_jpeg_jpg.rf.dacae1e23b43712aa5d580185445a8f7.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-49_jpeg_jpg.rf.60c48c70ab20cecd2318554ae39504c0.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-49_jpeg_jpg.rf.9a2aecadc1b06cf83c5aa6f9d4be7786.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-49_jpeg_jpg.rf.ccb79e2283ca93bea705259f525b2941.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-50_jpeg_jpg.rf.4980782c84bd2c9c420f5ea62ea351e3.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-50_jpeg_jpg.rf.4cda5eba1b120047c6d0b9de61ce3024.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-50_jpeg_jpg.rf.7abd6ba29db38f675a02ad33a8a0503e.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-50_jpeg_jpg.rf.8be8c74f09e9049769e5c612a9c13c21.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-50_jpeg_jpg.rf.95041c24be4e0aaa3ad080d382a17af6.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-50_jpeg_jpg.rf.b03e8119b8f24825da451a299d1111ac.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-55_jpeg_jpg.rf.87fc03719872880b7e8d1cb3a6ded46a.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-55_jpeg_jpg.rf.8a1024bcfe658e88ab207ccead224c98.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-16-55_jpeg_jpg.rf.93af10518c1b6c5d9650f45c04121d29.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-00_jpeg_jpg.rf.b0110879dfcd966c0fcd0762849a526f.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-00_jpeg_jpg.rf.f9616f97151c5582df4fa7cd44b08ce6.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-08_jpeg_jpg.rf.75e0cd0197fe1fe39448ed121c36c4d1.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-08_jpeg_jpg.rf.7be655bbb80ff0fb255cfc4f71c5bf6b.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-08_jpeg_jpg.rf.c6d28a4bad347cf7e37d640d5d9f5913.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-08_jpeg_jpg.rf.e81d2fb9713017b6cafc2055fa42395c.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-08_jpeg_jpg.rf.ed8bf061a25dbfec31f36356b910a0dc.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-17_jpeg_jpg.rf.140b487d50e367d7ad893c02c1e0bbcf.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-30_jpeg_jpg.rf.2a127f0e65df3f2906cbea493ec37b5b.txt  \n",
            " extracting: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-30_jpeg_jpg.rf.6d9238db3cba083d85b343605f2f192f.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-30_jpeg_jpg.rf.c01b6dc3bc7205cb8890f9cb6a374341.txt  \n",
            " extracting: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-30_jpeg_jpg.rf.fb696c5f197c20400926a8f6942d95c7.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-36_jpeg_jpg.rf.4a45b1389d652fb7cbb91dc3d016ccc5.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-36_jpeg_jpg.rf.56e3f8610ffedcf3d5b4a698183beb1a.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-36_jpeg_jpg.rf.6b000d111c45d6d552bb9bbb2f2b5204.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-36_jpeg_jpg.rf.f11b51c99f94053627e6eae576e876d9.txt  \n",
            " extracting: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-48_jpeg_jpg.rf.119f260bf6962243c3a756dff3160204.txt  \n",
            " extracting: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-48_jpeg_jpg.rf.8d0e4fe09552e1bce92f2a0313a8324b.txt  \n",
            " extracting: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-48_jpeg_jpg.rf.dd1cb7ea950e1b5b2f88102df4c27a82.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-53_jpeg_jpg.rf.4d126995680148e3e6d751b97d7bf411.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-53_jpeg_jpg.rf.673a279fea267e9dd6ca73d11e833c94.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-53_jpeg_jpg.rf.e16f58d52bf1a6326cc83f0c57dd1328.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-53_jpeg_jpg.rf.e61c0e33c561e5aa38e1e4f2cc20658a.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-53_jpeg_jpg.rf.fc07a02ab70c46a79f11d930e187ddf6.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-58_jpeg_jpg.rf.47fcf08bd0de140c2747671c9d811347.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-58_jpeg_jpg.rf.4a1fbfd26dc0ee980403ffacbe44b762.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-58_jpeg_jpg.rf.75e0d00b6f3c6b38aae24816f9f8f0d8.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-58_jpeg_jpg.rf.85298184f0893b820742b2da786f1049.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-17-58_jpeg_jpg.rf.9df671f1adf77e57e8c0318cdf873da3.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-18-04_jpeg_jpg.rf.70f5555d0b2dd6ef2b18140357470161.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-18-04_jpeg_jpg.rf.93d4adc7ec143fd646f5dbb5ac306619.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-18-12_jpeg_jpg.rf.5f99a0b569e45fa436557a9e1af4aa78.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-18-12_jpeg_jpg.rf.a11c72526edabb5e3010cc5750ae85ef.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-18-12_jpeg_jpg.rf.cbce2aff9be063dccdede5f66386a6d0.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-18-12_jpeg_jpg.rf.d1697dce4fc250349591b46175f06cf3.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-18-16_jpeg_jpg.rf.45fab913a5e8ce2d0a740a88b227ccfc.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-18-16_jpeg_jpg.rf.ef431547209d894545198aca26ef6eaf.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-18-28_jpeg_jpg.rf.38502986508920e4fcd23bb6e02a0387.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-18-28_jpeg_jpg.rf.44ca25cbc61205179167ae155c7d56f1.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-18-28_jpeg_jpg.rf.69d249c22c06df9e1a3b04d53ba18b75.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-18-28_jpeg_jpg.rf.71f70495692c5cfb0f0f2a2bc91701dd.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-19-10_jpeg_jpg.rf.0f5943237a5e33b3392941ad48d7e6cc.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-19-10_jpeg_jpg.rf.254290a2abdef41a9cd4ef8e5547b650.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-19-10_jpeg_jpg.rf.62b778389ce67eecea071c29a4896938.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-19-10_jpeg_jpg.rf.db0ed802c1f4b890d5faacf64ebf3ecb.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-19-23_jpeg_jpg.rf.18bbbcf5aa2a6369e10ae881fbf48577.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-19-23_jpeg_jpg.rf.5d469f7d94ac761ebbe3e4b63c6c4882.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-19-23_jpeg_jpg.rf.5f6156762d9d21fcea46a60659c172a5.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-19-23_jpeg_jpg.rf.a1d23a425a94259dfe4c084478aa06f7.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-19-29_jpeg_jpg.rf.3b8da274982b2b2599e753bac4548905.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-19-29_jpeg_jpg.rf.4798a7d2a4a3ea25c943f05a819a84b5.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-19-29_jpeg_jpg.rf.fd3c531bc707109b25e60b810a0a554a.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-19-45_jpeg_jpg.rf.01765bd5657cb93c3b7a13b3415706f5.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-19-45_jpeg_jpg.rf.0987c85b79f24baf6090fe7df380fdc5.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-19-45_jpeg_jpg.rf.56fba56f2b16e97759a02ce4d04137fb.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-19-45_jpeg_jpg.rf.8b5ed961d98e6cac25df536b6bddd8d3.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-19-45_jpeg_jpg.rf.c77bf405c6712316900059a231955d14.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-20-03_jpeg_jpg.rf.0464bae644de868c492234474179d3d1.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-20-03_jpeg_jpg.rf.b4f5a338e7de589a75279c6e5748bf04.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-20-03_jpeg_jpg.rf.becf70bf562c38eddf004c389c520053.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-20-03_jpeg_jpg.rf.c3c2e9ee60564d33365cebc1e2accbe8.txt  \n",
            " extracting: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-20-09_jpeg_jpg.rf.23ab280edf9e0df2997c9bb461f5921b.txt  \n",
            " extracting: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-20-09_jpeg_jpg.rf.4232a2ad518d7d4a2cad3c5cc1933c04.txt  \n",
            " extracting: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-20-09_jpeg_jpg.rf.d2a980b3554dcc21f9b1e150bac6c1cc.txt  \n",
            " extracting: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-20-09_jpeg_jpg.rf.e6e26b2f714bf4722785ffaba57fb62d.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-21-15_jpeg_jpg.rf.2d1dce20657b26974f4a6b52a42ef162.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-21-15_jpeg_jpg.rf.88c8b47ab7a24ac4bc3a069db512c92a.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-21-15_jpeg_jpg.rf.c1f9074c412edde99e22e76ffb57115a.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-21-15_jpeg_jpg.rf.fadf6b7684e1f45a7eb727d80420aefa.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-21-16_jpeg_jpg.rf.495b107071c3da6c08f5a2bd1def18fa.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-21-42_jpeg_jpg.rf.556f72e2fb8805c439580bb54b60d0b4.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-21-42_jpeg_jpg.rf.9276338caa03a4a70eaa8bc9c830236b.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-21-42_jpeg_jpg.rf.f49cb899f239a98283ff8f659fead76b.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-21-58_jpeg_jpg.rf.6da313b6af916af922e36b57104e288c.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-21-58_jpeg_jpg.rf.863911f11c6eb3a37dea960f12631452.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-21-58_jpeg_jpg.rf.89e65f07348580faa0489e65dfe774cc.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-21-58_jpeg_jpg.rf.e082a86f3ef105423639670618444bfd.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-22-11_jpeg_jpg.rf.c133b6ff60eb30a702579fb5dcabd4ed.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-22-52_jpeg_jpg.rf.3406fc34b955523d4e2a3a2705123a6e.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-22-52_jpeg_jpg.rf.3e8b036fb29b2826a99b86c00fc6659e.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-22-52_jpeg_jpg.rf.9eb78ac50bbed906613e8c3c737b9fe7.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-22-52_jpeg_jpg.rf.b5d110d3fa16ee29c52636603a059310.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-22-52_jpeg_jpg.rf.c50cce80a8812d1786d1d2afe1c4c1d7.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-23-14_jpeg_jpg.rf.440f091cb39bfb8d978e13508acf61b2.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-23-14_jpeg_jpg.rf.4e47a294963353a0c7f0fb9d5dc72f30.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-23-14_jpeg_jpg.rf.7c5c21d724716729162daa204d74d536.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-23-14_jpeg_jpg.rf.d50a93fa3a48e46fb10be99c3bb61164.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-23-15_jpeg_jpg.rf.35fde6c7aceaacb74971d6e4ced788cc.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-23-15_jpeg_jpg.rf.77c723aacc847696cb28965240ebaef6.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-23-15_jpeg_jpg.rf.d250ed9b99ebc9261cd433141b46f228.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-24-10_jpeg_jpg.rf.5104fff9c6dce25fb3f26e0dc26e42d5.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-24-16_jpeg_jpg.rf.14660e42c668b2a92b32e254afbc0f97.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-24-16_jpeg_jpg.rf.7c0c8660f31a9e479f0f3fd421fad99c.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-24-16_jpeg_jpg.rf.b46cb9e0a701fdfb461c118fa190a432.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-24-17_jpeg_jpg.rf.3d86006101ffe50e2156d07c63721084.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-24-17_jpeg_jpg.rf.a6723fa59dbac2d67f1df5ca09b14ef3.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-24-27_jpeg_jpg.rf.1c82dbc4e6065f6384af9e11ddd7b270.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-24-27_jpeg_jpg.rf.2526be364f890ea0f1372cedfe4dad15.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-24-27_jpeg_jpg.rf.4d05fff2a0696f4603b3bf27469c22d7.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-24-27_jpeg_jpg.rf.804dec695891ce9cc673f6362ec474de.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-24-27_jpeg_jpg.rf.f7187efc6fe2f718efe93737a649303f.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-25-07_jpeg_jpg.rf.01bc8d5362b4ce110c91c3039be97949.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-25-07_jpeg_jpg.rf.0aa53d2a2978cb0225477554530988d4.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-25-07_jpeg_jpg.rf.29ddfecf825b12f16df651a2875ec6c0.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-25-07_jpeg_jpg.rf.723e8f326d57f5971bbfd8305627cfaf.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-25-08_jpeg_jpg.rf.8f577a1e4502bc1beb81a6aa66f3946f.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-25-23_jpeg_jpg.rf.3086c07471f6bfab6a852dbc16652f2a.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-25-23_jpeg_jpg.rf.7624ce5029446e8a81e7ffa4744b9e50.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-25-23_jpeg_jpg.rf.8a8cecfe0d25187f0b63fa60bcfef9b1.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-25-23_jpeg_jpg.rf.b3526229e91ef56a4cdd2599e8c35175.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-25-40_jpeg_jpg.rf.53cc9dcd93778bd40814ad5b7127f439.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-25-40_jpeg_jpg.rf.8a48d8ec1d1e9cd5253cb80f8f0e4568.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-25-40_jpeg_jpg.rf.9a505117c6c75d89d008109b23097d7f.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-25-40_jpeg_jpg.rf.d46b78f555d25e9f4d194aea2ae9dc81.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-25-42_jpeg_jpg.rf.82d26af4d8801d21ef63299e46adfe4d.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-25-42_jpeg_jpg.rf.85706d2418f265fd5559098054bbc1c0.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-25-42_jpeg_jpg.rf.bc83774bee208c19086300db6b705d2c.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-25-49_jpeg_jpg.rf.1feb3835dd1e2904d1110eaa1cd4732e.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-25-49_jpeg_jpg.rf.9db9cfe8914c545c0f4509dc74aa4f01.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-25-49_jpeg_jpg.rf.e8a3d3bc6e517702c8e210afe82c938d.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-26-10_jpeg_jpg.rf.0d395843045f8fbdc2d9825280c19535.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-26-10_jpeg_jpg.rf.66ab4cea1bdbfda67bb13f827360bca1.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-26-10_jpeg_jpg.rf.b253edc670370e17113d3a79c89f1132.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-26-29_jpeg_jpg.rf.2d0e143486f1223f361b91f913104f91.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-26-29_jpeg_jpg.rf.852fa3e11f8fdf59a672c36e08b09f9f.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-26-29_jpeg_jpg.rf.b70f6fbb81b11b965f0e9d73c87413a7.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-26-48_jpeg_jpg.rf.4841dfcd558adc016d9c114f082839c7.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-26-48_jpeg_jpg.rf.6e2e9c8332c0411f7f2eb2678a13ed28.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-27-00_jpeg_jpg.rf.3b694235e13263c462cc18084b4afdf9.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-27-00_jpeg_jpg.rf.9cac2ad68658d72e73eea264077298be.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-27-24_jpeg_jpg.rf.717383085d62a6dba0f8c7250ef1fee4.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-27-24_jpeg_jpg.rf.a3e4cb9c38e7b5e9da2758db6afc6759.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-27-24_jpeg_jpg.rf.cd0fcaed6e1fe6fa7e76237e3792387c.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-27-24_jpeg_jpg.rf.ed7042677add439239f0c9b87a2793c2.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-27-24_jpeg_jpg.rf.ef2e870a36f5e2e896e0163af61d7ee5.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-28-06_jpeg_jpg.rf.1415b2a882c4f77deea5e7eecf8702d3.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-28-06_jpeg_jpg.rf.51ef8809a9843da68a1ef262087bf213.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-28-06_jpeg_jpg.rf.5a353abe394b1b6d7c8349cfee735db5.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-28-56_jpeg_jpg.rf.9255110109beb962038b419f251eee56.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-28-56_jpeg_jpg.rf.98b48cfb656b6f9a899fa3b7732e99b3.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-28-57_jpeg_jpg.rf.090c958674097bc1659eb8d3d7e12699.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-28-57_jpeg_jpg.rf.13be9c86660de2c7ea04c9c1962e8951.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-28-57_jpeg_jpg.rf.2cf11cb2ed6a8d4309fb8f3d991f6cad.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-28-57_jpeg_jpg.rf.dc8cb0fe446b467998c5d733af1ec3c8.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-29-12_jpeg_jpg.rf.214916aa0013c7f890ac1651e3d7605b.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-29-12_jpeg_jpg.rf.5f3583e8b330c19d93a207624c09dbc4.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-29-12_jpeg_jpg.rf.669e0b76998609daf907047064b1ff52.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-29-12_jpeg_jpg.rf.e52190bd5970cb9c5af1e048e2e6be1d.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Image-2022-12-05-at-18-29-12_jpeg_jpg.rf.f7dc356d6623adf01bf514a292fa1f13.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-0_jpg.rf.125b458818c7f3c7014e27a25c4e93fc.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-0_jpg.rf.3ebde5d82e254ea99056e12c71a27170.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-0_jpg.rf.41deb4e7e7b377cc0165fa31375fb97b.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-0_jpg.rf.84d11756ad0c7fa28eb22ffae22759a0.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-0_jpg.rf.a1d4308195096a0660d1036476791159.txt  \n",
            " extracting: /content/roboflow/train/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-1_jpg.rf.113920f1af81f21ecd1d08c2bc39fb75.txt  \n",
            " extracting: /content/roboflow/train/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-1_jpg.rf.cea73d734dd73666d0bf15d7f68697fb.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-2_jpg.rf.b29d8e88d6df43e8498f25310c881586.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-3_jpg.rf.19e33c4c534ca57335a0baeb300ef47d.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-3_jpg.rf.cd2095e901652412154827e6e3519c27.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-4_jpg.rf.2927a60af6eaf1e7e39abba951065e8e.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-4_jpg.rf.a2573a71e1c8bcfd315feba6cbc49e6d.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-4_jpg.rf.bf13a38531c6d72d7a13e602a970236f.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-4_jpg.rf.d189106012451863600ea7a4cd32e08b.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-5_jpg.rf.0ad2568729d0ce993caa5f100544a59f.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-5_jpg.rf.1ab08f18a0e58775225646e0bcb50a8a.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-5_jpg.rf.3263cf27fd33e68b92147017bfebcdbd.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-5_jpg.rf.45b4f318ff998ee3c5ab156c63ff82cb.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-5_jpg.rf.47ec1252ba333a509a71ccf3298b60fa.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-5_jpg.rf.e8943921f54b327cfe62dfbc5ee81a32.txt  \n",
            " extracting: /content/roboflow/train/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-6_jpg.rf.4d1a068f9dab54c2afbe30fef29747dc.txt  \n",
            " extracting: /content/roboflow/train/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-6_jpg.rf.698077feb506851946947bd672ff66ba.txt  \n",
            " extracting: /content/roboflow/train/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-6_jpg.rf.fb7c4695c14ee3c01e3ebf2b5cc186d8.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-7_jpg.rf.adaa4be19d865a9cf8dc86f5f9530c20.txt  \n",
            "  inflating: /content/roboflow/train/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-7_jpg.rf.fb817b404909910198f6fbe634ba0e03.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-21_jpg.rf.71a9b13849ea4dec3b1e4948385eb552.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-21_jpg.rf.8fe73844adde7cbe2a92cc98f23d1db1.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-21_jpg.rf.94f31585c693324894f7f1841a7bdb49.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-25_jpg.rf.1ec6904ce8d4168208d694a656096fda.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-25_jpg.rf.647f2bbe76c15076dd71a4087ba5e1b6.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-26_jpg.rf.15ebf24cec5a47f4473b9676e98a9763.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-26_jpg.rf.1c9f6e56b265786375ac765c802200a2.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-26_jpg.rf.3bf7749a9bf73c52761bf35bdbaff41c.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-26_jpg.rf.e5a4a626f6296402d1559d5a6ba20138.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-27_jpg.rf.714d0f5610058801d6eccbb7a24fcf1c.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-27_jpg.rf.a124c7728c728d1ed1930682fd028008.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-27_jpg.rf.e30dafbc55f6dd09a622b6836cfa60bd.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-27_jpg.rf.e8cf4f23d595e892e2b5143d79584870.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-28_jpg.rf.0414c0ddbdbf3905e81daf99923fe611.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-28_jpg.rf.6be2dcba87489c6c0ffe472c3c4da1e0.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-28_jpg.rf.8d1483cf740b9963731949666f62b2de.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-28_jpg.rf.d9bfb12e06ad852de1c3aa0e073089d0.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-29_jpg.rf.9512e8467decc50f8ef90a3f2d8df3a8.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-29_jpg.rf.b345423c0a978a54f466df9f3fa82508.txt  \n",
            " extracting: /content/roboflow/train/labels/youtube-30_jpg.rf.3d82efe9e3e01479f0e6460d267a74f4.txt  \n",
            " extracting: /content/roboflow/train/labels/youtube-30_jpg.rf.60633b05c0b193524bb21a8dd0346196.txt  \n",
            " extracting: /content/roboflow/train/labels/youtube-30_jpg.rf.9f161c72360f89f0fbba4ebfba1ebf33.txt  \n",
            " extracting: /content/roboflow/train/labels/youtube-30_jpg.rf.df0e13be2971575dfc56d633abfaf867.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-35_jpg.rf.479fe9ea8f291ab8f08cda3164d2f855.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-35_jpg.rf.81b0cb2d7a5aaeff69a35662583b8eb0.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-35_jpg.rf.9ef6375a64e17150acabe3fc18d9c59b.txt  \n",
            " extracting: /content/roboflow/train/labels/youtube-36_jpg.rf.5818e0891d63d1df4ba4207e1dcf3310.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-36_jpg.rf.674a936260623d01079e9ffa2ee8f29e.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-36_jpg.rf.728affd514960e18d8c33614aaecdeec.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-36_jpg.rf.78ffae1c9be180a68f3f9725f3184560.txt  \n",
            " extracting: /content/roboflow/train/labels/youtube-36_jpg.rf.e74767249287310ea61fb4b7af842794.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-37_jpg.rf.330df940bd5ec3ea7a860c808b066315.txt  \n",
            " extracting: /content/roboflow/train/labels/youtube-37_jpg.rf.5d42c3cc4be1e889c7991ce636f23cf9.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-37_jpg.rf.6e0f0ac5eb1eec17826a426193119886.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-37_jpg.rf.cc57e073dadeb7abaac4396b5cdbcd58.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-37_jpg.rf.d61b393b6de6fb172fcb9e6699cc8c07.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-38_jpg.rf.13a8281e4cf6e2899480cef5b769b18b.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-38_jpg.rf.2916846a2e97a221495274b2d6567454.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-38_jpg.rf.ceb6af9f83685859f24d20b994601869.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-39_jpg.rf.7e2ef4c075d8e3c8cfc5867f6f5a761c.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-40_jpg.rf.6ce9a83f634b21beb14cb6222f4e7f11.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-41_jpg.rf.4ba17ec262832dea4cfa3d1f355e6a0c.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-42_jpg.rf.0d543659b048201c8150158268cba1ae.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-42_jpg.rf.66ccf14ed6a17d49e707bc467c2dfa01.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-42_jpg.rf.6b6549fb0622664e6bb1a4bd0994705e.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-43_jpg.rf.d49f3e83ca494b914ac9defc526a1097.txt  \n",
            " extracting: /content/roboflow/train/labels/youtube-44_jpg.rf.011fe13b2ad5fcf60a6ac6cbd81c68b4.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-44_jpg.rf.2c44d965511b19503888568f5c03bf8c.txt  \n",
            " extracting: /content/roboflow/train/labels/youtube-44_jpg.rf.3b4da3fe6a582dcf70c1da2be445d041.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-44_jpg.rf.4bbc24d1d050e923871104a0b4bc9897.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-44_jpg.rf.534b44fb0f619ce9e932af30db71c2b3.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-44_jpg.rf.99459e1b566d3bb388bec8c3e0675f28.txt  \n",
            " extracting: /content/roboflow/train/labels/youtube-44_jpg.rf.acb7494ba5a8702dfe23e69184250f80.txt  \n",
            " extracting: /content/roboflow/train/labels/youtube-44_jpg.rf.c3df40d7d1e3c7830458f46dfb194eb0.txt  \n",
            " extracting: /content/roboflow/train/labels/youtube-44_jpg.rf.d3ecf9062baa35a5564ba825484fcc9d.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-45_jpg.rf.2a953967baaad10c27f878406ec12781.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-46_jpg.rf.b12180fa59b0102679132d94c22d3018.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-46_jpg.rf.c031861e2f3f5963b5c24b2f64cd12bd.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-46_jpg.rf.e7a43987a7f2480ff062e47e53655b67.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-47_jpg.rf.68f3a29b9f7b12ff5c691dab40cf318c.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-47_jpg.rf.b59c4ff4396bba5d7ab69583baf11a91.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-47_jpg.rf.d3dc1da81ebe28974661adcaf95f06e7.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-47_jpg.rf.e251722ed2542ed0bf0f87d56982ed23.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-47_jpg.rf.ffdaebb7a288ebcd543bf1c166982e4a.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-52_jpg.rf.37ac3f5edb4553932a9b6d61cdb80173.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-52_jpg.rf.696aed6a73fdb3db1c8524dbad773840.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-52_jpg.rf.feaa8c32cdc6b8af9923978c7c741be7.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-53_jpg.rf.0fd0c31de621660c0dfa7bfc9c52d417.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-53_jpg.rf.a80f74ba78a1c56684cbf56a9b0b9193.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-53_jpg.rf.a8428ec6f475ae77f4dda4346163e7c7.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-53_jpg.rf.e5ed1b5f8020242e5bc679f52c1feb14.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-54_jpg.rf.421977b6fc8abc4e422dd4f5a261ddec.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-54_jpg.rf.6e0d5ed7d0ecbf59c201a03761fe705c.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-55_jpg.rf.2f3a3689b33a2c288ee06dfd2ad09fc0.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-55_jpg.rf.f16ddccb7f0ac2414a4010859f5add8c.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-56_jpg.rf.5080ccc314974a4e2be773193fd80771.txt  \n",
            " extracting: /content/roboflow/train/labels/youtube-56_jpg.rf.c01fa65386c05a29ce8dbd338ffeba87.txt  \n",
            " extracting: /content/roboflow/train/labels/youtube-56_jpg.rf.c4d8c3280a8e38584b07a304666dd572.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-56_jpg.rf.c9d0422eb875ceb57dd72be37b502fc8.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-57_jpg.rf.0085a63cb132bbc51a36921c363b43b2.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-57_jpg.rf.23ef72e9d1c87615251f69144aedc344.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-57_jpg.rf.3ed138ecd5a91e514207009e7b15cee7.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-57_jpg.rf.8d7be36923547a400405760ce44e8bbf.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-57_jpg.rf.f004b7b30d03f4251e6781fce6a6df9e.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-58_jpg.rf.22f0dc083e1f84b8ced379669c441bd2.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-58_jpg.rf.36544b5a38b7061855afd6afa2f3b2b6.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-58_jpg.rf.84d75ffe1591e9a5d668c53f49d1836e.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-58_jpg.rf.b3e53a195b54118bde726199b7d86682.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-58_jpg.rf.cdfb4bac9b94debf29da3f60b1a1725c.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-59_jpg.rf.198a8f02dae1201a25dee29da957bc59.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-59_jpg.rf.2c999c075f38b599967bef7cc202fd2d.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-59_jpg.rf.ba70aa460caa1ed870f147f8ed70dfaa.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-60_jpg.rf.4a78fa83393fcd52a044fc8836bc6f62.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-60_jpg.rf.9909ca5a41bd171cc19432852061f45f.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-62_jpg.rf.65b29c83cdce01cfcba8a1cba2bf0559.txt  \n",
            "  inflating: /content/roboflow/train/labels/youtube-62_jpg.rf.b64f1f5d2cc2ce68e4f5db4722b7f36d.txt  \n",
            "   creating: /content/roboflow/valid/\n",
            "   creating: /content/roboflow/valid/images/\n",
            " extracting: /content/roboflow/valid/images/-0471C451-8CA5-4CEA-8EFD-3B0F147BF4B7-png_jpg.rf.70bbfdafd191020f3b2315330c0aae39.jpg  \n",
            " extracting: /content/roboflow/valid/images/-0573F94C-289D-4503-A571-94C6C8C5674C-png_jpg.rf.85ae35ba3ec10645ea7ec201b87fa587.jpg  \n",
            " extracting: /content/roboflow/valid/images/-0585CFA0-7CD6-45D3-B7EB-1A109425F90D-png_jpg.rf.3707b2a042ab85d0dc193d71748ba3a1.jpg  \n",
            " extracting: /content/roboflow/valid/images/-0585CFA0-7CD6-45D3-B7EB-1A109425F90D-png_jpg.rf.f381e477088475860c40aaf085368565.jpg  \n",
            " extracting: /content/roboflow/valid/images/-0C60C602-CF70-4679-BB4E-5A1CA33EF472-png_jpg.rf.326870726812f2331d2c1b6966f87ac5.jpg  \n",
            " extracting: /content/roboflow/valid/images/-0D39FCF1-152A-4C52-A0F2-64670E54DB6D-png_jpg.rf.1e49090b9dd1a2929e145f946e7426c4.jpg  \n",
            " extracting: /content/roboflow/valid/images/-0D39FCF1-152A-4C52-A0F2-64670E54DB6D-png_jpg.rf.db647c56f8266cc2ac3e4958abec3a1e.jpg  \n",
            " extracting: /content/roboflow/valid/images/-1058CFB8-55AA-4270-937C-FAB55C49F17A-png_jpg.rf.b2af3e6b04c8d8a8a3439fa3be8f889f.jpg  \n",
            " extracting: /content/roboflow/valid/images/-192C4A31-07E9-4438-9D0D-63CF545747C8-png_jpg.rf.449cde647ee500f50231cf64828c9e64.jpg  \n",
            " extracting: /content/roboflow/valid/images/-192C4A31-07E9-4438-9D0D-63CF545747C8-png_jpg.rf.6175907aeb9755884f635689c5c9b38b.jpg  \n",
            " extracting: /content/roboflow/valid/images/-1AED8217-3B98-4458-83DD-32F5CA3851FF-png_jpg.rf.cddde38f5473873330cd876a928ec86c.jpg  \n",
            " extracting: /content/roboflow/valid/images/-1D5949D1-5187-454E-8ACC-924AD82CAC9C-png_jpg.rf.5e55face0e862724c48166f3b56353af.jpg  \n",
            " extracting: /content/roboflow/valid/images/-232CA389-A176-4AB7-A513-8D2D5E477CC2-png_jpg.rf.b239a44dfaf27f445d226de438ec8307.jpg  \n",
            " extracting: /content/roboflow/valid/images/-232CA389-A176-4AB7-A513-8D2D5E477CC2-png_jpg.rf.d5db8c6bf2d9dc68c3a9bade2ae5c022.jpg  \n",
            " extracting: /content/roboflow/valid/images/-24FFED69-CE70-43C8-8E00-90684987BD32-png_jpg.rf.35dab4007f7c5dd3eadf05ff889123e1.jpg  \n",
            " extracting: /content/roboflow/valid/images/-251A7DC4-47FA-45BF-8F18-8C933578D147-png_jpg.rf.eaff7a6e9b75c2fef7dd3488005be2a9.jpg  \n",
            " extracting: /content/roboflow/valid/images/-26A4102E-9D99-421D-91DC-9E66089FF2F6-png_jpg.rf.9e2d17748cb942f82bc2952201e9d54b.jpg  \n",
            " extracting: /content/roboflow/valid/images/-26A4102E-9D99-421D-91DC-9E66089FF2F6-png_jpg.rf.f8aebc5906f67fd0833826649e61b0a9.jpg  \n",
            " extracting: /content/roboflow/valid/images/-2846226C-6A55-4876-B717-7F8A5FA4E560-png_jpg.rf.c0215cd7b7ba474babf54aad76b23da2.jpg  \n",
            " extracting: /content/roboflow/valid/images/-3130BF7E-8143-44C3-AC0D-8068C9108560-png_jpg.rf.9841b91686086a9b81e189edeb9d6f6c.jpg  \n",
            " extracting: /content/roboflow/valid/images/-332D2462-631E-4F9D-914E-9EA5A217A8FA-png_jpg.rf.2c7ac6d4d6688b4f8490bbcc64d58c54.jpg  \n",
            " extracting: /content/roboflow/valid/images/-332D2462-631E-4F9D-914E-9EA5A217A8FA-png_jpg.rf.4099767d810e596b57f2e0d745483db7.jpg  \n",
            " extracting: /content/roboflow/valid/images/-344A5C5C-CF3A-48B7-BE2F-7373A99B6465-png_jpg.rf.8866f7bb6b6a42545474c69df4523255.jpg  \n",
            " extracting: /content/roboflow/valid/images/-3827C0BE-B55D-4ADE-9938-9DC7D50A32DD-png_jpg.rf.d2451748885ea51591fac2f661e7908b.jpg  \n",
            " extracting: /content/roboflow/valid/images/-3827C0BE-B55D-4ADE-9938-9DC7D50A32DD-png_jpg.rf.ea8bae92e13eef5417dd1b934837bccb.jpg  \n",
            " extracting: /content/roboflow/valid/images/-3947B75C-299F-46E6-84AF-947CB4AE712E-png_jpg.rf.890e1341425df7c108ecacec0d7a7347.jpg  \n",
            " extracting: /content/roboflow/valid/images/-398D11E1-12E9-4FE1-83DA-198B0C1A0D9D-png_jpg.rf.f10aaf8aa3531ec4ac018ac29451cebc.jpg  \n",
            " extracting: /content/roboflow/valid/images/-3B056DBB-3097-4BCB-A38A-F66FA7470A6C-png_jpg.rf.5e62e9c06e09bcc35ff174acc634d13c.jpg  \n",
            " extracting: /content/roboflow/valid/images/-3B056DBB-3097-4BCB-A38A-F66FA7470A6C-png_jpg.rf.615672fd91261707780b09ad6318b08a.jpg  \n",
            " extracting: /content/roboflow/valid/images/-3B056DBB-3097-4BCB-A38A-F66FA7470A6C-png_jpg.rf.6f455796e87a89948c564861e5f03624.jpg  \n",
            " extracting: /content/roboflow/valid/images/-3B056DBB-3097-4BCB-A38A-F66FA7470A6C-png_jpg.rf.cbcfd7c671de904ff75a0e8b1fc7344a.jpg  \n",
            " extracting: /content/roboflow/valid/images/-3C758EB2-E016-4C89-93CE-0E4FF51161C2-png_jpg.rf.cd752bf36d049fd79129daa3e88eba9c.jpg  \n",
            " extracting: /content/roboflow/valid/images/-3C758EB2-E016-4C89-93CE-0E4FF51161C2-png_jpg.rf.ef5955e2f36cfa73ae6b83a20f81ed63.jpg  \n",
            " extracting: /content/roboflow/valid/images/-3D5128F1-30BE-4617-87D6-DBA1B7BF88DF-png_jpg.rf.611275449239d4729b802f92af66de57.jpg  \n",
            " extracting: /content/roboflow/valid/images/-420B178A-1068-4C65-B00F-763738FCB982-png_jpg.rf.5231d0fbb6d48f71e8af3459e3329d97.jpg  \n",
            " extracting: /content/roboflow/valid/images/-431A51B8-216A-4491-8839-72DCD54029AD-png_jpg.rf.8b86326573628161305ec3ead3ad936c.jpg  \n",
            " extracting: /content/roboflow/valid/images/-44DB40B6-D520-4654-A07D-E87A49846F12-png_jpg.rf.66c09d7797d0b79d254e3ec23232f5f0.jpg  \n",
            " extracting: /content/roboflow/valid/images/-4B733FC3-CEF8-427E-B4A1-7C1E04168672-png_jpg.rf.66511c02dc79088f18ebb542043f0639.jpg  \n",
            " extracting: /content/roboflow/valid/images/-4FB14832-DB4E-41E9-B8FC-9D33DEB67AAA-png_jpg.rf.9de3a7cac1a7c6ff60c87213b219090a.jpg  \n",
            " extracting: /content/roboflow/valid/images/-50894A9D-DA2D-4049-9C7B-6006F32452BC-png_jpg.rf.0789d4b641b3940a5f2ee05cbd3bb3e8.jpg  \n",
            " extracting: /content/roboflow/valid/images/-50894A9D-DA2D-4049-9C7B-6006F32452BC-png_jpg.rf.1e216c580ed452e4e686367ed5ba330d.jpg  \n",
            " extracting: /content/roboflow/valid/images/-50894A9D-DA2D-4049-9C7B-6006F32452BC-png_jpg.rf.47bb616d68aac9f7e8ce849b41f29735.jpg  \n",
            " extracting: /content/roboflow/valid/images/-50894A9D-DA2D-4049-9C7B-6006F32452BC-png_jpg.rf.62999b1657bb5a539362006dc769772a.jpg  \n",
            " extracting: /content/roboflow/valid/images/-51FFF967-684D-4519-8EC0-A9C7CC6F2280-png_jpg.rf.031763109d20e7909a95345147326901.jpg  \n",
            " extracting: /content/roboflow/valid/images/-51FFF967-684D-4519-8EC0-A9C7CC6F2280-png_jpg.rf.9f5033523b0b11293db7d3b589fb5a0e.jpg  \n",
            " extracting: /content/roboflow/valid/images/-52262D73-8B4E-4F06-883D-4C6E2E6ADED2-png_jpg.rf.b8faf0540e1ff319de3df04650b250a4.jpg  \n",
            " extracting: /content/roboflow/valid/images/-52262D73-8B4E-4F06-883D-4C6E2E6ADED2-png_jpg.rf.fdc5567f4a6cb129acbf477111f3ff0c.jpg  \n",
            " extracting: /content/roboflow/valid/images/-526B0491-0C42-4F0F-A201-ECFD6ED3DD6E-png_jpg.rf.6c3140d75d47fd5fe826fc58a787de2b.jpg  \n",
            " extracting: /content/roboflow/valid/images/-52D877A5-D9D5-4B8F-848F-E449684E4869-png_jpg.rf.c188311c589467548231451e61de7344.jpg  \n",
            " extracting: /content/roboflow/valid/images/-53C40FB0-F866-4F4A-A410-D32C65C75BB4-png_jpg.rf.e71eb69dcbad39c59e19963604f6af08.jpg  \n",
            " extracting: /content/roboflow/valid/images/-53D41263-2FA3-40DF-9556-1EB08D19D5F1-png_jpg.rf.1414a2ade9a74400aebb86a4355f39b7.jpg  \n",
            " extracting: /content/roboflow/valid/images/-541C6E4C-DEC9-4725-97C0-B773CF5182AB-png_jpg.rf.1e52ea0087232109b4fbe08c7128ed64.jpg  \n",
            " extracting: /content/roboflow/valid/images/-541C6E4C-DEC9-4725-97C0-B773CF5182AB-png_jpg.rf.e80333647e66590c16bfda6b5b4ae8d4.jpg  \n",
            " extracting: /content/roboflow/valid/images/-5481DCB8-6595-495C-BFEB-5B74B2345808-png_jpg.rf.771690f700dd2267f34c8ba228e6987b.jpg  \n",
            " extracting: /content/roboflow/valid/images/-56EAA0B9-41EA-46F5-99F9-433F614E42FB-png_jpg.rf.200162e9e5282d5e69423c59a8864c82.jpg  \n",
            " extracting: /content/roboflow/valid/images/-56EF2068-CDF4-4068-80A1-E567375D4AE6-png_jpg.rf.c7277b65229ae68e95abe671c122bed4.jpg  \n",
            " extracting: /content/roboflow/valid/images/-59D02DDC-DB49-41DA-8B1F-33712FDE8CEE-png_jpg.rf.3bc9f7976ef2b102c64501e6c143e5d9.jpg  \n",
            " extracting: /content/roboflow/valid/images/-5A06964D-6D40-4132-A769-F21A3B8E1DAA-png_jpg.rf.f361c3e2d43790830a5554207f312ba0.jpg  \n",
            " extracting: /content/roboflow/valid/images/-5AD2C6FA-9814-4CB1-822E-3A617443C49E-png_jpg.rf.015d7ac06642f9587687ad6b64420d8e.jpg  \n",
            " extracting: /content/roboflow/valid/images/-5CEE3337-3AF2-49E4-AE4E-42B9E2E44512-png_jpg.rf.3be142f55f54c457f72a0073f2af93f4.jpg  \n",
            " extracting: /content/roboflow/valid/images/-5D5BA3F7-FDD8-4C19-8DAC-D5384A81B407-png_jpg.rf.4f3ce8eb5328ce6583c1b8c261572188.jpg  \n",
            " extracting: /content/roboflow/valid/images/-5D5BA3F7-FDD8-4C19-8DAC-D5384A81B407-png_jpg.rf.634919b8da8af2161ed432e87d284d2f.jpg  \n",
            " extracting: /content/roboflow/valid/images/-62DA7C7D-C50D-40A7-87D1-DB8633F1F29D-png_jpg.rf.77eb639212ba0982b07d9ef1b13565fa.jpg  \n",
            " extracting: /content/roboflow/valid/images/-62DA7C7D-C50D-40A7-87D1-DB8633F1F29D-png_jpg.rf.ceed86eb000df05207b439c2bcfe08f1.jpg  \n",
            " extracting: /content/roboflow/valid/images/-63A3759B-1595-4A66-BB62-1E7F580BA753-png_jpg.rf.b566c288d95bce87c63922672dee2cbf.jpg  \n",
            " extracting: /content/roboflow/valid/images/-6895811E-6E26-4DBD-A7ED-F7A529684BBA-png_jpg.rf.5245072c697cfa875578f8de20a41574.jpg  \n",
            " extracting: /content/roboflow/valid/images/-8561227C-3731-4CFC-9FE9-2715B581C159-png_jpg.rf.201e62177e83756dc7d34018f844f31f.jpg  \n",
            " extracting: /content/roboflow/valid/images/-8561227C-3731-4CFC-9FE9-2715B581C159-png_jpg.rf.346d71f70aae413a5c17dd029e5b15d8.jpg  \n",
            " extracting: /content/roboflow/valid/images/-B3FF9CBC-6C9F-4BDD-B814-790723E32E98-png_jpg.rf.60e0e64d7f612613c1e8646fdc4d9e62.jpg  \n",
            " extracting: /content/roboflow/valid/images/-B3FF9CBC-6C9F-4BDD-B814-790723E32E98-png_jpg.rf.cb6d8d1024790c5fc396c660d4364c64.jpg  \n",
            " extracting: /content/roboflow/valid/images/-B41BBCCE-A512-4CBA-94C0-D236EC1DEBA1-png_jpg.rf.a55eb4d80d52cea42844133ec0bc449d.jpg  \n",
            " extracting: /content/roboflow/valid/images/-B83337D2-1F91-4346-B7A4-222F8A45CBF0-png_jpg.rf.48267143d49a33e7230cecebeac85dbf.jpg  \n",
            " extracting: /content/roboflow/valid/images/-B83337D2-1F91-4346-B7A4-222F8A45CBF0-png_jpg.rf.ab272d030df28dad8ed8215df3b1e8d2.jpg  \n",
            " extracting: /content/roboflow/valid/images/-BABD5091-6597-40E1-82D1-29A0F4DCD9E0-png_jpg.rf.a01e27aaa610cd5fa069924ad437b437.jpg  \n",
            " extracting: /content/roboflow/valid/images/-BAE1D45C-2B9A-4C23-AB1D-BD0C25964678-png_jpg.rf.847508c220de18bf5a5e216744fa8e3a.jpg  \n",
            " extracting: /content/roboflow/valid/images/-BAE1D45C-2B9A-4C23-AB1D-BD0C25964678-png_jpg.rf.baf4aae646257ce300023e7f736a8c9a.jpg  \n",
            " extracting: /content/roboflow/valid/images/-BBC6D213-1075-48CE-B772-FDD44F34A3E7-png_jpg.rf.ae7c07a046483eadf6556fc17b90815c.jpg  \n",
            " extracting: /content/roboflow/valid/images/-BD499523-8602-4C68-8E63-FCE23A82AA16-png_jpg.rf.664322c2a1c2bf759f1832681087003d.jpg  \n",
            " extracting: /content/roboflow/valid/images/-BD499523-8602-4C68-8E63-FCE23A82AA16-png_jpg.rf.69f2fbaa7c1e1da85551376f148c4c90.jpg  \n",
            " extracting: /content/roboflow/valid/images/-BD499523-8602-4C68-8E63-FCE23A82AA16-png_jpg.rf.c365279c551e19ff3a48f18e04a1d0f5.jpg  \n",
            " extracting: /content/roboflow/valid/images/-BD499523-8602-4C68-8E63-FCE23A82AA16-png_jpg.rf.df5ef693ab5ba511bd6804a9b9aa7deb.jpg  \n",
            " extracting: /content/roboflow/valid/images/-BE1B7E1A-3BF4-44E6-A49D-E46AC48D77B0-png_jpg.rf.2da87a24b5cd40cfbd0145b86f5f5a09.jpg  \n",
            " extracting: /content/roboflow/valid/images/-BE1B7E1A-3BF4-44E6-A49D-E46AC48D77B0-png_jpg.rf.affaba22654a83d6e8cb34a07dfaf4f2.jpg  \n",
            " extracting: /content/roboflow/valid/images/-BF27E7F2-0C42-45C0-A751-91723B77D799-png_jpg.rf.489103f9f6bfe25d4a580590f3f1a97d.jpg  \n",
            " extracting: /content/roboflow/valid/images/-C006FC45-64AF-4FA9-B836-17F1DE49F186-png_jpg.rf.b77082e563d44e5da519217e1053bb50.jpg  \n",
            " extracting: /content/roboflow/valid/images/-C04C7AD3-AEAC-4250-9856-9D1606800D44-png_jpg.rf.13c6e4ce6fb3c45927724db8751f3ae1.jpg  \n",
            " extracting: /content/roboflow/valid/images/-C04C7AD3-AEAC-4250-9856-9D1606800D44-png_jpg.rf.5bc74c35695ce103c0092e71e2362828.jpg  \n",
            " extracting: /content/roboflow/valid/images/-C182A49E-641F-4C62-A54F-86397CBD2780-png_jpg.rf.70279f2e39b4ab3688f73723c7f0a3f5.jpg  \n",
            " extracting: /content/roboflow/valid/images/-C3D83141-091E-44E3-B5AF-321A93A32FD2-png_jpg.rf.6e10ffe7bf43665ec979e4723a62d96a.jpg  \n",
            " extracting: /content/roboflow/valid/images/-C4FB6EE5-2134-4252-A3E7-FCE53E7F5D62-png_jpg.rf.6691ab455325446dd2804bb4c16c5e37.jpg  \n",
            " extracting: /content/roboflow/valid/images/-C4FB6EE5-2134-4252-A3E7-FCE53E7F5D62-png_jpg.rf.a055d1587c77a5e426b7d76d277a5e7b.jpg  \n",
            " extracting: /content/roboflow/valid/images/-C6E3BB9A-DF12-4C1E-B325-8480F9DDDF74-png_jpg.rf.d6c17172c66bf5d07e64ef96f968706c.jpg  \n",
            " extracting: /content/roboflow/valid/images/-C6E3BB9A-DF12-4C1E-B325-8480F9DDDF74-png_jpg.rf.f62f53316e8fbe5ee815ef0801f5341f.jpg  \n",
            " extracting: /content/roboflow/valid/images/-C8A077AE-C474-4AAB-A0E4-24F4F9266447-png_jpg.rf.2053db17e0d0c1742829eefc92df936e.jpg  \n",
            " extracting: /content/roboflow/valid/images/-C96EB60C-375E-476D-8D20-3643A20C26B5-png_jpg.rf.4f2169d0aa58a67e3970c189ecd0e8aa.jpg  \n",
            " extracting: /content/roboflow/valid/images/-CCEF01A1-0F47-495F-A37B-F77800A03B07-png_jpg.rf.8c2f277f19a1f0e7db7e5b6358f34814.jpg  \n",
            " extracting: /content/roboflow/valid/images/-CCFB44DE-C25D-4C37-981B-6DBCB4F963AB-png_jpg.rf.e1815c1f0301656e40bce7a20d15e381.jpg  \n",
            " extracting: /content/roboflow/valid/images/-D033F88A-8CE6-40D3-9005-E2697DC83F11-png_jpg.rf.59fd1e5e6007ac3da82d7ab036c015e9.jpg  \n",
            " extracting: /content/roboflow/valid/images/-DC6190CE-238A-4C11-A283-27ADC0D9C646-png_jpg.rf.dcad86f22ae5ae0f0ab42df05b599a17.jpg  \n",
            " extracting: /content/roboflow/valid/images/-DD01F5C8-2930-4A6A-A022-E44F4091A9D7-png_jpg.rf.1773102ac6bbc8f5799f69d1848f6c9d.jpg  \n",
            " extracting: /content/roboflow/valid/images/-DE1082FD-0948-4DF8-ABB3-902022027FE2-png_jpg.rf.0ab49b0d3926c7bd19549dc143b866fe.jpg  \n",
            " extracting: /content/roboflow/valid/images/-DE1082FD-0948-4DF8-ABB3-902022027FE2-png_jpg.rf.dc01cbec99f990adff2f4bd479bba698.jpg  \n",
            " extracting: /content/roboflow/valid/images/-DE24E442-B2F4-43B7-8741-6AA037A20D4E-png_jpg.rf.472c1a60c97b31c6d5ad37f01ee10e6b.jpg  \n",
            " extracting: /content/roboflow/valid/images/-DE24E442-B2F4-43B7-8741-6AA037A20D4E-png_jpg.rf.cb466bc367c97a94e4482cf8aaaa5d22.jpg  \n",
            " extracting: /content/roboflow/valid/images/-E1655382-7FF5-4725-9C33-D894A3A0881E-png_jpg.rf.2ee4860c25cad18b84ba5b04ba33a197.jpg  \n",
            " extracting: /content/roboflow/valid/images/14_jpeg_jpg.rf.54053d365351213b14363c7706f44696.jpg  \n",
            " extracting: /content/roboflow/valid/images/14_jpeg_jpg.rf.e8205bfef96edc74bdba0d1c73dafa1c.jpg  \n",
            " extracting: /content/roboflow/valid/images/15_jpeg_jpg.rf.906bc46f1b058c93bd4749569d7b5929.jpg  \n",
            " extracting: /content/roboflow/valid/images/15_jpeg_jpg.rf.e9e74f79eb45947fcef324163ebbff1d.jpg  \n",
            " extracting: /content/roboflow/valid/images/2_jpeg_jpg.rf.455ef9fd1641b9ff73eb45cb4a8aff35.jpg  \n",
            " extracting: /content/roboflow/valid/images/3_jpeg_jpg.rf.701932bbc22d14d7aa1da636a3a78078.jpg  \n",
            " extracting: /content/roboflow/valid/images/3_jpeg_jpg.rf.a74712b25b2e57545010cf5c66421302.jpg  \n",
            " extracting: /content/roboflow/valid/images/6_jpeg_jpg.rf.faa39c76d07b4c4b37f50ece188ee04c.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-11-29-at-20-15-44-1-_jpeg_jpg.rf.44c688153b4cc0f28e6024d36855e5a7.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-11-29-at-20-15-44_jpeg_jpg.rf.9d96d68a69ab2dd6a102efe6fa97336b.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-16-24_jpeg_jpg.rf.4dfe08ac349736648d79bdf677f16af6.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-16-24_jpeg_jpg.rf.632fe02b0d828eb297d7d433c4a7c5e4.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-16-24_jpeg_jpg.rf.abdd70900d84b8f41c4e81863c960388.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-16-34_jpeg_jpg.rf.d3ee3b50f9b1b546d22baecb1e3aa29f.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-16-45_jpeg_jpg.rf.9582f0acef404ca388c3e09f9fac2540.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-16-49_jpeg_jpg.rf.7194dabee1d96f0bc0a2f1c09778d578.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-16-55_jpeg_jpg.rf.637dec8ae948245e3366e9acb69643a9.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-17-00_jpeg_jpg.rf.92727176c9f6204c659da2ab2b8f8539.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-17-36_jpeg_jpg.rf.11f4d6eeb30542bb300f40863183c8af.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-17-36_jpeg_jpg.rf.f36b2808308c838e57dc331a15e72f76.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-17-48_jpeg_jpg.rf.b05e1da4ef48ff33b8fd051d624082cd.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-17-48_jpeg_jpg.rf.bafff53dd8008d608ef9688953ada7ec.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-17-53_jpeg_jpg.rf.c09e9cd6f096caa88365a8f82e328afd.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-18-22_jpeg_jpg.rf.58fa2f2a8f1d75b97969e83296a8eac6.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-18-28_jpeg_jpg.rf.b155080095d7fd781bd90887e033563d.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-18-28_jpeg_jpg.rf.b458e48851603a91771e7db27d8d8f5a.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-19-10_jpeg_jpg.rf.27a46a7a5c6f7c326726426c075eba74.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-19-10_jpeg_jpg.rf.2e709759fb91bc781fb36530147dc814.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-19-45_jpeg_jpg.rf.0761e68b249fd689e7b1a7d9810170a8.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-19-45_jpeg_jpg.rf.8578579a3d5c34d6220e87d9f75edc88.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-20-03_jpeg_jpg.rf.52f57fe7de231618268684870fc88e23.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-20-09_jpeg_jpg.rf.a356c14dbd030cbbd8e0e68fc38e3142.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-21-16_jpeg_jpg.rf.d1e407084d22bf056dff290b01adac87.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-21-58_jpeg_jpg.rf.1aab57e4eca055ebb458fc4216052b61.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-21-58_jpeg_jpg.rf.c2d3d48167df95c3065141442b3a7305.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-22-11_jpeg_jpg.rf.c1bcaea48087d8e83f6f67b8477fe74d.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-22-24_jpeg_jpg.rf.9fdd001924801500743973502fc55d59.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-22-52_jpeg_jpg.rf.2f3751e264695c4ce194351c46f00f26.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-24-10_jpeg_jpg.rf.49b26683d40252c0309da8d8a07a23d3.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-24-16_jpeg_jpg.rf.84117840fefc3e1db0e07de3a0cd6ae3.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-24-16_jpeg_jpg.rf.ccde4902685da2f15c2e756a17af4edb.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-24-27_jpeg_jpg.rf.80a02f36f23c8edf7a4dcf1e6c0c9fd6.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-25-07_jpeg_jpg.rf.aa3fa31572237feb52dbdec1a27db2fa.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-25-08_jpeg_jpg.rf.923ad9ed8605395954e188e55982f86b.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-25-23_jpeg_jpg.rf.f72931126c6c3a3a3bb8488f7baa3cb9.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-26-29_jpeg_jpg.rf.eba1b01b72d45874ff9d79db073fbdda.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-28-06_jpeg_jpg.rf.2c3731507c2d07702ddb70655f081cce.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-29-12_jpeg_jpg.rf.9bb0d8f0c0dc4f9d1f62b4c15a32be79.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Image-2022-12-05-at-18-29-12_jpeg_jpg.rf.9dadb7c914228544621778c536d73918.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-0_jpg.rf.ebedc39520c49d635a1aab6ce84140a9.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-2_jpg.rf.c4b48043f0215bb4d560086015f75831.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-4_jpg.rf.33c873af57070f3d50631cbd5551c65d.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-4_jpg.rf.f4ddab91d3ef1d265719c64891a06068.jpg  \n",
            " extracting: /content/roboflow/valid/images/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-6_jpg.rf.aa70cae3801a65fdc7fe6780451ddfa3.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-21_jpg.rf.47f2af8cb5989227eaf28481e4e8ddc9.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-21_jpg.rf.b9c3a081c73fdfb7f302f242ba86f14b.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-25_jpg.rf.093abcab4d654dab9b1bff19f53d6ec1.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-26_jpg.rf.2def549df1242921ce77bd4b89730613.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-27_jpg.rf.b2838e1613a5a049c28c51af93bde549.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-29_jpg.rf.124fa52b414358febf0d5783c12da69c.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-29_jpg.rf.6a0fc6e077d7948edeee5c92e5de1ca3.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-29_jpg.rf.f2d824b9fd7dff139b3aefaf7521d7d5.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-38_jpg.rf.8f4831f9873e1dc88828781abd89b5d1.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-38_jpg.rf.f197b9e93efdb8e4503c7d4a04477dea.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-39_jpg.rf.b34779d611d8f9deced9ff710b349d15.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-40_jpg.rf.40bd21969d3f20e25479c2a3e736769f.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-42_jpg.rf.fa858d19f9278248b74763499d39c6e4.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-44_jpg.rf.a59bce85f25fce0336b8c5b3c17ba6fb.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-44_jpg.rf.b53bdc75aa96dd17f4fc741a69a04362.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-44_jpg.rf.e47036ff7400a1175ce16fa9039e1143.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-47_jpg.rf.39ee1d2795c1b91ac684b45d24ec6b5b.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-47_jpg.rf.97e7dcdba5eecc556a73cc088762f80b.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-52_jpg.rf.aa94873111b245b3158b97b5f11b6bd2.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-53_jpg.rf.297c3208afa3cb499506a5fd6cd09e06.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-55_jpg.rf.70b8466b9d963f63b3eae11fce8c54f8.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-56_jpg.rf.6eae812cc8cac80126d1ebc5019cd497.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-56_jpg.rf.744f6d5e017458a750f174fcf5f755f6.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-57_jpg.rf.a975eb9caf2c657dcfbc6f2a14180424.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-59_jpg.rf.b2d2a82f95f88ce991b83a094ec631e5.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-61_jpg.rf.f9f0a3aa0a01a639604052b8dcc93556.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-62_jpg.rf.2714d07be40b27efc13887d333c052fe.jpg  \n",
            " extracting: /content/roboflow/valid/images/youtube-62_jpg.rf.6cc1d2b5c00d9e8d5a6576379ef7f326.jpg  \n",
            "   creating: /content/roboflow/valid/labels/\n",
            "  inflating: /content/roboflow/valid/labels/-0471C451-8CA5-4CEA-8EFD-3B0F147BF4B7-png_jpg.rf.70bbfdafd191020f3b2315330c0aae39.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-0573F94C-289D-4503-A571-94C6C8C5674C-png_jpg.rf.85ae35ba3ec10645ea7ec201b87fa587.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-0585CFA0-7CD6-45D3-B7EB-1A109425F90D-png_jpg.rf.3707b2a042ab85d0dc193d71748ba3a1.txt  \n",
            " extracting: /content/roboflow/valid/labels/-0585CFA0-7CD6-45D3-B7EB-1A109425F90D-png_jpg.rf.f381e477088475860c40aaf085368565.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-0C60C602-CF70-4679-BB4E-5A1CA33EF472-png_jpg.rf.326870726812f2331d2c1b6966f87ac5.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-0D39FCF1-152A-4C52-A0F2-64670E54DB6D-png_jpg.rf.1e49090b9dd1a2929e145f946e7426c4.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-0D39FCF1-152A-4C52-A0F2-64670E54DB6D-png_jpg.rf.db647c56f8266cc2ac3e4958abec3a1e.txt  \n",
            " extracting: /content/roboflow/valid/labels/-1058CFB8-55AA-4270-937C-FAB55C49F17A-png_jpg.rf.b2af3e6b04c8d8a8a3439fa3be8f889f.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-192C4A31-07E9-4438-9D0D-63CF545747C8-png_jpg.rf.449cde647ee500f50231cf64828c9e64.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-192C4A31-07E9-4438-9D0D-63CF545747C8-png_jpg.rf.6175907aeb9755884f635689c5c9b38b.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-1AED8217-3B98-4458-83DD-32F5CA3851FF-png_jpg.rf.cddde38f5473873330cd876a928ec86c.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-1D5949D1-5187-454E-8ACC-924AD82CAC9C-png_jpg.rf.5e55face0e862724c48166f3b56353af.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-232CA389-A176-4AB7-A513-8D2D5E477CC2-png_jpg.rf.b239a44dfaf27f445d226de438ec8307.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-232CA389-A176-4AB7-A513-8D2D5E477CC2-png_jpg.rf.d5db8c6bf2d9dc68c3a9bade2ae5c022.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-24FFED69-CE70-43C8-8E00-90684987BD32-png_jpg.rf.35dab4007f7c5dd3eadf05ff889123e1.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-251A7DC4-47FA-45BF-8F18-8C933578D147-png_jpg.rf.eaff7a6e9b75c2fef7dd3488005be2a9.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-26A4102E-9D99-421D-91DC-9E66089FF2F6-png_jpg.rf.9e2d17748cb942f82bc2952201e9d54b.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-26A4102E-9D99-421D-91DC-9E66089FF2F6-png_jpg.rf.f8aebc5906f67fd0833826649e61b0a9.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-2846226C-6A55-4876-B717-7F8A5FA4E560-png_jpg.rf.c0215cd7b7ba474babf54aad76b23da2.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-3130BF7E-8143-44C3-AC0D-8068C9108560-png_jpg.rf.9841b91686086a9b81e189edeb9d6f6c.txt  \n",
            " extracting: /content/roboflow/valid/labels/-332D2462-631E-4F9D-914E-9EA5A217A8FA-png_jpg.rf.2c7ac6d4d6688b4f8490bbcc64d58c54.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-332D2462-631E-4F9D-914E-9EA5A217A8FA-png_jpg.rf.4099767d810e596b57f2e0d745483db7.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-344A5C5C-CF3A-48B7-BE2F-7373A99B6465-png_jpg.rf.8866f7bb6b6a42545474c69df4523255.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-3827C0BE-B55D-4ADE-9938-9DC7D50A32DD-png_jpg.rf.d2451748885ea51591fac2f661e7908b.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-3827C0BE-B55D-4ADE-9938-9DC7D50A32DD-png_jpg.rf.ea8bae92e13eef5417dd1b934837bccb.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-3947B75C-299F-46E6-84AF-947CB4AE712E-png_jpg.rf.890e1341425df7c108ecacec0d7a7347.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-398D11E1-12E9-4FE1-83DA-198B0C1A0D9D-png_jpg.rf.f10aaf8aa3531ec4ac018ac29451cebc.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-3B056DBB-3097-4BCB-A38A-F66FA7470A6C-png_jpg.rf.5e62e9c06e09bcc35ff174acc634d13c.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-3B056DBB-3097-4BCB-A38A-F66FA7470A6C-png_jpg.rf.615672fd91261707780b09ad6318b08a.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-3B056DBB-3097-4BCB-A38A-F66FA7470A6C-png_jpg.rf.6f455796e87a89948c564861e5f03624.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-3B056DBB-3097-4BCB-A38A-F66FA7470A6C-png_jpg.rf.cbcfd7c671de904ff75a0e8b1fc7344a.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-3C758EB2-E016-4C89-93CE-0E4FF51161C2-png_jpg.rf.cd752bf36d049fd79129daa3e88eba9c.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-3C758EB2-E016-4C89-93CE-0E4FF51161C2-png_jpg.rf.ef5955e2f36cfa73ae6b83a20f81ed63.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-3D5128F1-30BE-4617-87D6-DBA1B7BF88DF-png_jpg.rf.611275449239d4729b802f92af66de57.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-420B178A-1068-4C65-B00F-763738FCB982-png_jpg.rf.5231d0fbb6d48f71e8af3459e3329d97.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-431A51B8-216A-4491-8839-72DCD54029AD-png_jpg.rf.8b86326573628161305ec3ead3ad936c.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-44DB40B6-D520-4654-A07D-E87A49846F12-png_jpg.rf.66c09d7797d0b79d254e3ec23232f5f0.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-4B733FC3-CEF8-427E-B4A1-7C1E04168672-png_jpg.rf.66511c02dc79088f18ebb542043f0639.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-4FB14832-DB4E-41E9-B8FC-9D33DEB67AAA-png_jpg.rf.9de3a7cac1a7c6ff60c87213b219090a.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-50894A9D-DA2D-4049-9C7B-6006F32452BC-png_jpg.rf.0789d4b641b3940a5f2ee05cbd3bb3e8.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-50894A9D-DA2D-4049-9C7B-6006F32452BC-png_jpg.rf.1e216c580ed452e4e686367ed5ba330d.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-50894A9D-DA2D-4049-9C7B-6006F32452BC-png_jpg.rf.47bb616d68aac9f7e8ce849b41f29735.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-50894A9D-DA2D-4049-9C7B-6006F32452BC-png_jpg.rf.62999b1657bb5a539362006dc769772a.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-51FFF967-684D-4519-8EC0-A9C7CC6F2280-png_jpg.rf.031763109d20e7909a95345147326901.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-51FFF967-684D-4519-8EC0-A9C7CC6F2280-png_jpg.rf.9f5033523b0b11293db7d3b589fb5a0e.txt  \n",
            " extracting: /content/roboflow/valid/labels/-52262D73-8B4E-4F06-883D-4C6E2E6ADED2-png_jpg.rf.b8faf0540e1ff319de3df04650b250a4.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-52262D73-8B4E-4F06-883D-4C6E2E6ADED2-png_jpg.rf.fdc5567f4a6cb129acbf477111f3ff0c.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-526B0491-0C42-4F0F-A201-ECFD6ED3DD6E-png_jpg.rf.6c3140d75d47fd5fe826fc58a787de2b.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-52D877A5-D9D5-4B8F-848F-E449684E4869-png_jpg.rf.c188311c589467548231451e61de7344.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-53C40FB0-F866-4F4A-A410-D32C65C75BB4-png_jpg.rf.e71eb69dcbad39c59e19963604f6af08.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-53D41263-2FA3-40DF-9556-1EB08D19D5F1-png_jpg.rf.1414a2ade9a74400aebb86a4355f39b7.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-541C6E4C-DEC9-4725-97C0-B773CF5182AB-png_jpg.rf.1e52ea0087232109b4fbe08c7128ed64.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-541C6E4C-DEC9-4725-97C0-B773CF5182AB-png_jpg.rf.e80333647e66590c16bfda6b5b4ae8d4.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-5481DCB8-6595-495C-BFEB-5B74B2345808-png_jpg.rf.771690f700dd2267f34c8ba228e6987b.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-56EAA0B9-41EA-46F5-99F9-433F614E42FB-png_jpg.rf.200162e9e5282d5e69423c59a8864c82.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-56EF2068-CDF4-4068-80A1-E567375D4AE6-png_jpg.rf.c7277b65229ae68e95abe671c122bed4.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-59D02DDC-DB49-41DA-8B1F-33712FDE8CEE-png_jpg.rf.3bc9f7976ef2b102c64501e6c143e5d9.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-5A06964D-6D40-4132-A769-F21A3B8E1DAA-png_jpg.rf.f361c3e2d43790830a5554207f312ba0.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-5AD2C6FA-9814-4CB1-822E-3A617443C49E-png_jpg.rf.015d7ac06642f9587687ad6b64420d8e.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-5CEE3337-3AF2-49E4-AE4E-42B9E2E44512-png_jpg.rf.3be142f55f54c457f72a0073f2af93f4.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-5D5BA3F7-FDD8-4C19-8DAC-D5384A81B407-png_jpg.rf.4f3ce8eb5328ce6583c1b8c261572188.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-5D5BA3F7-FDD8-4C19-8DAC-D5384A81B407-png_jpg.rf.634919b8da8af2161ed432e87d284d2f.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-62DA7C7D-C50D-40A7-87D1-DB8633F1F29D-png_jpg.rf.77eb639212ba0982b07d9ef1b13565fa.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-62DA7C7D-C50D-40A7-87D1-DB8633F1F29D-png_jpg.rf.ceed86eb000df05207b439c2bcfe08f1.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-63A3759B-1595-4A66-BB62-1E7F580BA753-png_jpg.rf.b566c288d95bce87c63922672dee2cbf.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-6895811E-6E26-4DBD-A7ED-F7A529684BBA-png_jpg.rf.5245072c697cfa875578f8de20a41574.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-8561227C-3731-4CFC-9FE9-2715B581C159-png_jpg.rf.201e62177e83756dc7d34018f844f31f.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-8561227C-3731-4CFC-9FE9-2715B581C159-png_jpg.rf.346d71f70aae413a5c17dd029e5b15d8.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-B3FF9CBC-6C9F-4BDD-B814-790723E32E98-png_jpg.rf.60e0e64d7f612613c1e8646fdc4d9e62.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-B3FF9CBC-6C9F-4BDD-B814-790723E32E98-png_jpg.rf.cb6d8d1024790c5fc396c660d4364c64.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-B41BBCCE-A512-4CBA-94C0-D236EC1DEBA1-png_jpg.rf.a55eb4d80d52cea42844133ec0bc449d.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-B83337D2-1F91-4346-B7A4-222F8A45CBF0-png_jpg.rf.48267143d49a33e7230cecebeac85dbf.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-B83337D2-1F91-4346-B7A4-222F8A45CBF0-png_jpg.rf.ab272d030df28dad8ed8215df3b1e8d2.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-BABD5091-6597-40E1-82D1-29A0F4DCD9E0-png_jpg.rf.a01e27aaa610cd5fa069924ad437b437.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-BAE1D45C-2B9A-4C23-AB1D-BD0C25964678-png_jpg.rf.847508c220de18bf5a5e216744fa8e3a.txt  \n",
            " extracting: /content/roboflow/valid/labels/-BAE1D45C-2B9A-4C23-AB1D-BD0C25964678-png_jpg.rf.baf4aae646257ce300023e7f736a8c9a.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-BBC6D213-1075-48CE-B772-FDD44F34A3E7-png_jpg.rf.ae7c07a046483eadf6556fc17b90815c.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-BD499523-8602-4C68-8E63-FCE23A82AA16-png_jpg.rf.664322c2a1c2bf759f1832681087003d.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-BD499523-8602-4C68-8E63-FCE23A82AA16-png_jpg.rf.69f2fbaa7c1e1da85551376f148c4c90.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-BD499523-8602-4C68-8E63-FCE23A82AA16-png_jpg.rf.c365279c551e19ff3a48f18e04a1d0f5.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-BD499523-8602-4C68-8E63-FCE23A82AA16-png_jpg.rf.df5ef693ab5ba511bd6804a9b9aa7deb.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-BE1B7E1A-3BF4-44E6-A49D-E46AC48D77B0-png_jpg.rf.2da87a24b5cd40cfbd0145b86f5f5a09.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-BE1B7E1A-3BF4-44E6-A49D-E46AC48D77B0-png_jpg.rf.affaba22654a83d6e8cb34a07dfaf4f2.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-BF27E7F2-0C42-45C0-A751-91723B77D799-png_jpg.rf.489103f9f6bfe25d4a580590f3f1a97d.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-C006FC45-64AF-4FA9-B836-17F1DE49F186-png_jpg.rf.b77082e563d44e5da519217e1053bb50.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-C04C7AD3-AEAC-4250-9856-9D1606800D44-png_jpg.rf.13c6e4ce6fb3c45927724db8751f3ae1.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-C04C7AD3-AEAC-4250-9856-9D1606800D44-png_jpg.rf.5bc74c35695ce103c0092e71e2362828.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-C182A49E-641F-4C62-A54F-86397CBD2780-png_jpg.rf.70279f2e39b4ab3688f73723c7f0a3f5.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-C3D83141-091E-44E3-B5AF-321A93A32FD2-png_jpg.rf.6e10ffe7bf43665ec979e4723a62d96a.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-C4FB6EE5-2134-4252-A3E7-FCE53E7F5D62-png_jpg.rf.6691ab455325446dd2804bb4c16c5e37.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-C4FB6EE5-2134-4252-A3E7-FCE53E7F5D62-png_jpg.rf.a055d1587c77a5e426b7d76d277a5e7b.txt  \n",
            " extracting: /content/roboflow/valid/labels/-C6E3BB9A-DF12-4C1E-B325-8480F9DDDF74-png_jpg.rf.d6c17172c66bf5d07e64ef96f968706c.txt  \n",
            " extracting: /content/roboflow/valid/labels/-C6E3BB9A-DF12-4C1E-B325-8480F9DDDF74-png_jpg.rf.f62f53316e8fbe5ee815ef0801f5341f.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-C8A077AE-C474-4AAB-A0E4-24F4F9266447-png_jpg.rf.2053db17e0d0c1742829eefc92df936e.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-C96EB60C-375E-476D-8D20-3643A20C26B5-png_jpg.rf.4f2169d0aa58a67e3970c189ecd0e8aa.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-CCEF01A1-0F47-495F-A37B-F77800A03B07-png_jpg.rf.8c2f277f19a1f0e7db7e5b6358f34814.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-CCFB44DE-C25D-4C37-981B-6DBCB4F963AB-png_jpg.rf.e1815c1f0301656e40bce7a20d15e381.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-D033F88A-8CE6-40D3-9005-E2697DC83F11-png_jpg.rf.59fd1e5e6007ac3da82d7ab036c015e9.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-DC6190CE-238A-4C11-A283-27ADC0D9C646-png_jpg.rf.dcad86f22ae5ae0f0ab42df05b599a17.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-DD01F5C8-2930-4A6A-A022-E44F4091A9D7-png_jpg.rf.1773102ac6bbc8f5799f69d1848f6c9d.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-DE1082FD-0948-4DF8-ABB3-902022027FE2-png_jpg.rf.0ab49b0d3926c7bd19549dc143b866fe.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-DE1082FD-0948-4DF8-ABB3-902022027FE2-png_jpg.rf.dc01cbec99f990adff2f4bd479bba698.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-DE24E442-B2F4-43B7-8741-6AA037A20D4E-png_jpg.rf.472c1a60c97b31c6d5ad37f01ee10e6b.txt  \n",
            " extracting: /content/roboflow/valid/labels/-DE24E442-B2F4-43B7-8741-6AA037A20D4E-png_jpg.rf.cb466bc367c97a94e4482cf8aaaa5d22.txt  \n",
            "  inflating: /content/roboflow/valid/labels/-E1655382-7FF5-4725-9C33-D894A3A0881E-png_jpg.rf.2ee4860c25cad18b84ba5b04ba33a197.txt  \n",
            "  inflating: /content/roboflow/valid/labels/14_jpeg_jpg.rf.54053d365351213b14363c7706f44696.txt  \n",
            "  inflating: /content/roboflow/valid/labels/14_jpeg_jpg.rf.e8205bfef96edc74bdba0d1c73dafa1c.txt  \n",
            "  inflating: /content/roboflow/valid/labels/15_jpeg_jpg.rf.906bc46f1b058c93bd4749569d7b5929.txt  \n",
            "  inflating: /content/roboflow/valid/labels/15_jpeg_jpg.rf.e9e74f79eb45947fcef324163ebbff1d.txt  \n",
            "  inflating: /content/roboflow/valid/labels/2_jpeg_jpg.rf.455ef9fd1641b9ff73eb45cb4a8aff35.txt  \n",
            "  inflating: /content/roboflow/valid/labels/3_jpeg_jpg.rf.701932bbc22d14d7aa1da636a3a78078.txt  \n",
            " extracting: /content/roboflow/valid/labels/3_jpeg_jpg.rf.a74712b25b2e57545010cf5c66421302.txt  \n",
            "  inflating: /content/roboflow/valid/labels/6_jpeg_jpg.rf.faa39c76d07b4c4b37f50ece188ee04c.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-11-29-at-20-15-44-1-_jpeg_jpg.rf.44c688153b4cc0f28e6024d36855e5a7.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-11-29-at-20-15-44_jpeg_jpg.rf.9d96d68a69ab2dd6a102efe6fa97336b.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-16-24_jpeg_jpg.rf.4dfe08ac349736648d79bdf677f16af6.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-16-24_jpeg_jpg.rf.632fe02b0d828eb297d7d433c4a7c5e4.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-16-24_jpeg_jpg.rf.abdd70900d84b8f41c4e81863c960388.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-16-34_jpeg_jpg.rf.d3ee3b50f9b1b546d22baecb1e3aa29f.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-16-45_jpeg_jpg.rf.9582f0acef404ca388c3e09f9fac2540.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-16-49_jpeg_jpg.rf.7194dabee1d96f0bc0a2f1c09778d578.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-16-55_jpeg_jpg.rf.637dec8ae948245e3366e9acb69643a9.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-17-00_jpeg_jpg.rf.92727176c9f6204c659da2ab2b8f8539.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-17-36_jpeg_jpg.rf.11f4d6eeb30542bb300f40863183c8af.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-17-36_jpeg_jpg.rf.f36b2808308c838e57dc331a15e72f76.txt  \n",
            " extracting: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-17-48_jpeg_jpg.rf.b05e1da4ef48ff33b8fd051d624082cd.txt  \n",
            " extracting: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-17-48_jpeg_jpg.rf.bafff53dd8008d608ef9688953ada7ec.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-17-53_jpeg_jpg.rf.c09e9cd6f096caa88365a8f82e328afd.txt  \n",
            " extracting: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-18-22_jpeg_jpg.rf.58fa2f2a8f1d75b97969e83296a8eac6.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-18-28_jpeg_jpg.rf.b155080095d7fd781bd90887e033563d.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-18-28_jpeg_jpg.rf.b458e48851603a91771e7db27d8d8f5a.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-19-10_jpeg_jpg.rf.27a46a7a5c6f7c326726426c075eba74.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-19-10_jpeg_jpg.rf.2e709759fb91bc781fb36530147dc814.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-19-45_jpeg_jpg.rf.0761e68b249fd689e7b1a7d9810170a8.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-19-45_jpeg_jpg.rf.8578579a3d5c34d6220e87d9f75edc88.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-20-03_jpeg_jpg.rf.52f57fe7de231618268684870fc88e23.txt  \n",
            " extracting: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-20-09_jpeg_jpg.rf.a356c14dbd030cbbd8e0e68fc38e3142.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-21-16_jpeg_jpg.rf.d1e407084d22bf056dff290b01adac87.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-21-58_jpeg_jpg.rf.1aab57e4eca055ebb458fc4216052b61.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-21-58_jpeg_jpg.rf.c2d3d48167df95c3065141442b3a7305.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-22-11_jpeg_jpg.rf.c1bcaea48087d8e83f6f67b8477fe74d.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-22-24_jpeg_jpg.rf.9fdd001924801500743973502fc55d59.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-22-52_jpeg_jpg.rf.2f3751e264695c4ce194351c46f00f26.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-24-10_jpeg_jpg.rf.49b26683d40252c0309da8d8a07a23d3.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-24-16_jpeg_jpg.rf.84117840fefc3e1db0e07de3a0cd6ae3.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-24-16_jpeg_jpg.rf.ccde4902685da2f15c2e756a17af4edb.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-24-27_jpeg_jpg.rf.80a02f36f23c8edf7a4dcf1e6c0c9fd6.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-25-07_jpeg_jpg.rf.aa3fa31572237feb52dbdec1a27db2fa.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-25-08_jpeg_jpg.rf.923ad9ed8605395954e188e55982f86b.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-25-23_jpeg_jpg.rf.f72931126c6c3a3a3bb8488f7baa3cb9.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-26-29_jpeg_jpg.rf.eba1b01b72d45874ff9d79db073fbdda.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-28-06_jpeg_jpg.rf.2c3731507c2d07702ddb70655f081cce.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-29-12_jpeg_jpg.rf.9bb0d8f0c0dc4f9d1f62b4c15a32be79.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Image-2022-12-05-at-18-29-12_jpeg_jpg.rf.9dadb7c914228544621778c536d73918.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-0_jpg.rf.ebedc39520c49d635a1aab6ce84140a9.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-2_jpg.rf.c4b48043f0215bb4d560086015f75831.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-4_jpg.rf.33c873af57070f3d50631cbd5551c65d.txt  \n",
            "  inflating: /content/roboflow/valid/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-4_jpg.rf.f4ddab91d3ef1d265719c64891a06068.txt  \n",
            " extracting: /content/roboflow/valid/labels/WhatsApp-Video-2022-11-29-at-20_15_43_mp4-6_jpg.rf.aa70cae3801a65fdc7fe6780451ddfa3.txt  \n",
            "  inflating: /content/roboflow/valid/labels/youtube-21_jpg.rf.47f2af8cb5989227eaf28481e4e8ddc9.txt  \n",
            "  inflating: /content/roboflow/valid/labels/youtube-21_jpg.rf.b9c3a081c73fdfb7f302f242ba86f14b.txt  \n",
            "  inflating: /content/roboflow/valid/labels/youtube-25_jpg.rf.093abcab4d654dab9b1bff19f53d6ec1.txt  \n",
            "  inflating: /content/roboflow/valid/labels/youtube-26_jpg.rf.2def549df1242921ce77bd4b89730613.txt  \n",
            "  inflating: /content/roboflow/valid/labels/youtube-27_jpg.rf.b2838e1613a5a049c28c51af93bde549.txt  \n",
            "  inflating: /content/roboflow/valid/labels/youtube-29_jpg.rf.124fa52b414358febf0d5783c12da69c.txt  \n",
            "  inflating: /content/roboflow/valid/labels/youtube-29_jpg.rf.6a0fc6e077d7948edeee5c92e5de1ca3.txt  \n",
            "  inflating: /content/roboflow/valid/labels/youtube-29_jpg.rf.f2d824b9fd7dff139b3aefaf7521d7d5.txt  \n",
            "  inflating: /content/roboflow/valid/labels/youtube-38_jpg.rf.8f4831f9873e1dc88828781abd89b5d1.txt  \n",
            "  inflating: /content/roboflow/valid/labels/youtube-38_jpg.rf.f197b9e93efdb8e4503c7d4a04477dea.txt  \n",
            "  inflating: /content/roboflow/valid/labels/youtube-39_jpg.rf.b34779d611d8f9deced9ff710b349d15.txt  \n",
            "  inflating: /content/roboflow/valid/labels/youtube-40_jpg.rf.40bd21969d3f20e25479c2a3e736769f.txt  \n",
            "  inflating: /content/roboflow/valid/labels/youtube-42_jpg.rf.fa858d19f9278248b74763499d39c6e4.txt  \n",
            " extracting: /content/roboflow/valid/labels/youtube-44_jpg.rf.a59bce85f25fce0336b8c5b3c17ba6fb.txt  \n",
            " extracting: /content/roboflow/valid/labels/youtube-44_jpg.rf.b53bdc75aa96dd17f4fc741a69a04362.txt  \n",
            " extracting: /content/roboflow/valid/labels/youtube-44_jpg.rf.e47036ff7400a1175ce16fa9039e1143.txt  \n",
            "  inflating: /content/roboflow/valid/labels/youtube-47_jpg.rf.39ee1d2795c1b91ac684b45d24ec6b5b.txt  \n",
            "  inflating: /content/roboflow/valid/labels/youtube-47_jpg.rf.97e7dcdba5eecc556a73cc088762f80b.txt  \n",
            "  inflating: /content/roboflow/valid/labels/youtube-52_jpg.rf.aa94873111b245b3158b97b5f11b6bd2.txt  \n",
            "  inflating: /content/roboflow/valid/labels/youtube-53_jpg.rf.297c3208afa3cb499506a5fd6cd09e06.txt  \n",
            "  inflating: /content/roboflow/valid/labels/youtube-55_jpg.rf.70b8466b9d963f63b3eae11fce8c54f8.txt  \n",
            " extracting: /content/roboflow/valid/labels/youtube-56_jpg.rf.6eae812cc8cac80126d1ebc5019cd497.txt  \n",
            "  inflating: /content/roboflow/valid/labels/youtube-56_jpg.rf.744f6d5e017458a750f174fcf5f755f6.txt  \n",
            "  inflating: /content/roboflow/valid/labels/youtube-57_jpg.rf.a975eb9caf2c657dcfbc6f2a14180424.txt  \n",
            "  inflating: /content/roboflow/valid/labels/youtube-59_jpg.rf.b2d2a82f95f88ce991b83a094ec631e5.txt  \n",
            "  inflating: /content/roboflow/valid/labels/youtube-61_jpg.rf.f9f0a3aa0a01a639604052b8dcc93556.txt  \n",
            "  inflating: /content/roboflow/valid/labels/youtube-62_jpg.rf.2714d07be40b27efc13887d333c052fe.txt  \n",
            "  inflating: /content/roboflow/valid/labels/youtube-62_jpg.rf.6cc1d2b5c00d9e8d5a6576379ef7f326.txt  \n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# 압축 파일 삭제\n",
        "!rm /content/roboflow.zip"
      ],
      "metadata": {
        "id": "zFK9icOGzquS"
      },
      "execution_count": 9,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# /content/roboflow 디렉토리의 파일 확인\n",
        "!ls /content/roboflow"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "collapsed": true,
        "id": "l_Jplub30VCq",
        "outputId": "6f92848d-41c7-453e-a074-71644f35fdab"
      },
      "execution_count": 10,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "data.yaml  README.dataset.txt  README.roboflow.txt  test  train  valid\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!ls"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "collapsed": true,
        "id": "QvHb-vW40x6z",
        "outputId": "ad005540-0077-454a-fc6f-faeb461d8203"
      },
      "execution_count": 12,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "drive  roboflow  sample_data  yolov8n.pt\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import os\n",
        "\n",
        "# 파일을 읽고 수정하여 저장하는 방법\n",
        "file_path = '/content/roboflow/data.yaml'\n",
        "\n",
        "# 파일이 이미 존재하는 경우 내용을 읽어 출력\n",
        "if os.path.exists(file_path):\n",
        "    with open(file_path, 'r') as f:\n",
        "        print(f.read())\n",
        "\n",
        "# 파일을 수정하여 저장 (roboflow에서 다운로드 받은 데이터를 저장한 경로로 수정)\n",
        "data_yaml_content = \"\"\"\n",
        "train: /content/roboflow/train/images\n",
        "val: /content/roboflow/valid/images\n",
        "test: /content/roboflow/test/images\n",
        "\n",
        "nc: 1  # number of classes\n",
        "names: ['car']  # class names\n",
        "\"\"\"\n",
        "\n",
        "with open(file_path, 'w') as f:\n",
        "    f.write(data_yaml_content)\n",
        "\n",
        "# 수정된 내용을 출력\n",
        "with open(file_path, 'r') as f:\n",
        "    print(f.read())\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "collapsed": true,
        "id": "2jwows0Z026q",
        "outputId": "840ccb88-ca22-43e5-d33f-39570f1a2e9e"
      },
      "execution_count": 14,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "train: /content/roboflow/train/images\n",
            "val: /content/roboflow/valid/images\n",
            "test: /content/roboflow/test/images\n",
            "\n",
            "nc: 1  # number of classes\n",
            "names: ['car']  # class names\n",
            "\n",
            "\n",
            "train: /content/roboflow/train/images\n",
            "val: /content/roboflow/valid/images\n",
            "test: /content/roboflow/test/images\n",
            "\n",
            "nc: 1  # number of classes\n",
            "names: ['car']  # class names\n",
            "\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from ultralytics import YOLO\n",
        "import os\n",
        "\n",
        "# 필요한 디렉토리 생성\n",
        "os.makedirs('/content/runs', exist_ok=True)\n",
        "\n",
        "# YOLOv8 모델 로드\n",
        "model = YOLO('yolov8n.yaml')  # 'yolov8n.yaml'는 YOLOv8의 기본 설정 파일입니다.\n",
        "\n",
        "# 모델 학습\n",
        "model.train(\n",
        "    data='/content/roboflow/data.yaml',  # 데이터셋 설정 파일 경로\n",
        "    epochs=50,       # 학습 epoch 수\n",
        "    imgsz=640,        # 입력 이미지 크기\n",
        "    batch=16,     # 배치 크기\n",
        "    workers=4,        # 데이터 로딩을 위한 병렬 작업 수\n",
        "    project='/content/runs',  # 결과를 저장할 디렉토리\n",
        "    name='exp'  # 실험 이름\n",
        ")\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "collapsed": true,
        "id": "zwHhPpAz06Mr",
        "outputId": "21cf4daa-17cb-4eff-e1bb-037d4ed03c1f"
      },
      "execution_count": 15,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Ultralytics YOLOv8.2.55 🚀 Python-3.10.12 torch-2.3.0+cu121 CUDA:0 (Tesla T4, 15102MiB)\n",
            "\u001b[34m\u001b[1mengine/trainer: \u001b[0mtask=detect, mode=train, model=yolov8n.yaml, data=/content/roboflow/data.yaml, epochs=50, time=None, patience=100, batch=16, imgsz=640, save=True, save_period=-1, cache=False, device=None, workers=4, project=/content/runs, name=exp, exist_ok=False, pretrained=True, optimizer=auto, verbose=True, seed=0, deterministic=True, single_cls=False, rect=False, cos_lr=False, close_mosaic=10, resume=False, amp=True, fraction=1.0, profile=False, freeze=None, multi_scale=False, overlap_mask=True, mask_ratio=4, dropout=0.0, val=True, split=val, save_json=False, save_hybrid=False, conf=None, iou=0.7, max_det=300, half=False, dnn=False, plots=True, source=None, vid_stride=1, stream_buffer=False, visualize=False, augment=False, agnostic_nms=False, classes=None, retina_masks=False, embed=None, show=False, save_frames=False, save_txt=False, save_conf=False, save_crop=False, show_labels=True, show_conf=True, show_boxes=True, line_width=None, format=torchscript, keras=False, optimize=False, int8=False, dynamic=False, simplify=False, opset=None, workspace=4, nms=False, lr0=0.01, lrf=0.01, momentum=0.937, weight_decay=0.0005, warmup_epochs=3.0, warmup_momentum=0.8, warmup_bias_lr=0.1, box=7.5, cls=0.5, dfl=1.5, pose=12.0, kobj=1.0, label_smoothing=0.0, nbs=64, hsv_h=0.015, hsv_s=0.7, hsv_v=0.4, degrees=0.0, translate=0.1, scale=0.5, shear=0.0, perspective=0.0, flipud=0.0, fliplr=0.5, bgr=0.0, mosaic=1.0, mixup=0.0, copy_paste=0.0, auto_augment=randaugment, erasing=0.4, crop_fraction=1.0, cfg=None, tracker=botsort.yaml, save_dir=/content/runs/exp\n",
            "Downloading https://ultralytics.com/assets/Arial.ttf to '/root/.config/Ultralytics/Arial.ttf'...\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "100%|██████████| 755k/755k [00:00<00:00, 23.5MB/s]\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Overriding model.yaml nc=80 with nc=1\n",
            "\n",
            "                   from  n    params  module                                       arguments                     \n",
            "  0                  -1  1       464  ultralytics.nn.modules.conv.Conv             [3, 16, 3, 2]                 \n",
            "  1                  -1  1      4672  ultralytics.nn.modules.conv.Conv             [16, 32, 3, 2]                \n",
            "  2                  -1  1      7360  ultralytics.nn.modules.block.C2f             [32, 32, 1, True]             \n",
            "  3                  -1  1     18560  ultralytics.nn.modules.conv.Conv             [32, 64, 3, 2]                \n",
            "  4                  -1  2     49664  ultralytics.nn.modules.block.C2f             [64, 64, 2, True]             \n",
            "  5                  -1  1     73984  ultralytics.nn.modules.conv.Conv             [64, 128, 3, 2]               \n",
            "  6                  -1  2    197632  ultralytics.nn.modules.block.C2f             [128, 128, 2, True]           \n",
            "  7                  -1  1    295424  ultralytics.nn.modules.conv.Conv             [128, 256, 3, 2]              \n",
            "  8                  -1  1    460288  ultralytics.nn.modules.block.C2f             [256, 256, 1, True]           \n",
            "  9                  -1  1    164608  ultralytics.nn.modules.block.SPPF            [256, 256, 5]                 \n",
            " 10                  -1  1         0  torch.nn.modules.upsampling.Upsample         [None, 2, 'nearest']          \n",
            " 11             [-1, 6]  1         0  ultralytics.nn.modules.conv.Concat           [1]                           \n",
            " 12                  -1  1    148224  ultralytics.nn.modules.block.C2f             [384, 128, 1]                 \n",
            " 13                  -1  1         0  torch.nn.modules.upsampling.Upsample         [None, 2, 'nearest']          \n",
            " 14             [-1, 4]  1         0  ultralytics.nn.modules.conv.Concat           [1]                           \n",
            " 15                  -1  1     37248  ultralytics.nn.modules.block.C2f             [192, 64, 1]                  \n",
            " 16                  -1  1     36992  ultralytics.nn.modules.conv.Conv             [64, 64, 3, 2]                \n",
            " 17            [-1, 12]  1         0  ultralytics.nn.modules.conv.Concat           [1]                           \n",
            " 18                  -1  1    123648  ultralytics.nn.modules.block.C2f             [192, 128, 1]                 \n",
            " 19                  -1  1    147712  ultralytics.nn.modules.conv.Conv             [128, 128, 3, 2]              \n",
            " 20             [-1, 9]  1         0  ultralytics.nn.modules.conv.Concat           [1]                           \n",
            " 21                  -1  1    493056  ultralytics.nn.modules.block.C2f             [384, 256, 1]                 \n",
            " 22        [15, 18, 21]  1    751507  ultralytics.nn.modules.head.Detect           [1, [64, 128, 256]]           \n",
            "YOLOv8n summary: 225 layers, 3,011,043 parameters, 3,011,027 gradients, 8.2 GFLOPs\n",
            "\n",
            "\u001b[34m\u001b[1mTensorBoard: \u001b[0mStart with 'tensorboard --logdir /content/runs/exp', view at http://localhost:6006/\n",
            "Freezing layer 'model.22.dfl.conv.weight'\n",
            "\u001b[34m\u001b[1mAMP: \u001b[0mrunning Automatic Mixed Precision (AMP) checks with YOLOv8n...\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/usr/local/lib/python3.10/dist-packages/torch/nn/modules/conv.py:456: UserWarning: Plan failed with a cudnnException: CUDNN_BACKEND_EXECUTION_PLAN_DESCRIPTOR: cudnnFinalize Descriptor Failed cudnn_status: CUDNN_STATUS_NOT_SUPPORTED (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:919.)\n",
            "  return F.conv2d(input, weight, bias, self.stride,\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\u001b[34m\u001b[1mAMP: \u001b[0mchecks passed ✅\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\u001b[34m\u001b[1mtrain: \u001b[0mScanning /content/roboflow/train/labels... 875 images, 0 backgrounds, 0 corrupt: 100%|██████████| 875/875 [00:00<00:00, 2121.38it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\u001b[34m\u001b[1mtrain: \u001b[0mNew cache created: /content/roboflow/train/labels.cache\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\u001b[34m\u001b[1malbumentations: \u001b[0mBlur(p=0.01, blur_limit=(3, 7)), MedianBlur(p=0.01, blur_limit=(3, 7)), ToGray(p=0.01), CLAHE(p=0.01, clip_limit=(1, 4.0), tile_grid_size=(8, 8))\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/usr/lib/python3.10/multiprocessing/popen_fork.py:66: RuntimeWarning: os.fork() was called. os.fork() is incompatible with multithreaded code, and JAX is multithreaded, so this will likely lead to a deadlock.\n",
            "  self.pid = os.fork()\n",
            "\u001b[34m\u001b[1mval: \u001b[0mScanning /content/roboflow/valid/labels... 187 images, 0 backgrounds, 0 corrupt: 100%|██████████| 187/187 [00:00<00:00, 1249.54it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\u001b[34m\u001b[1mval: \u001b[0mNew cache created: /content/roboflow/valid/labels.cache\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Plotting labels to /content/runs/exp/labels.jpg... \n",
            "\u001b[34m\u001b[1moptimizer:\u001b[0m 'optimizer=auto' found, ignoring 'lr0=0.01' and 'momentum=0.937' and determining best 'optimizer', 'lr0' and 'momentum' automatically... \n",
            "\u001b[34m\u001b[1moptimizer:\u001b[0m AdamW(lr=0.002, momentum=0.9) with parameter groups 57 weight(decay=0.0), 64 weight(decay=0.0005), 63 bias(decay=0.0)\n",
            "\u001b[34m\u001b[1mTensorBoard: \u001b[0mmodel graph visualization added ✅\n",
            "Image sizes 640 train, 640 val\n",
            "Using 2 dataloader workers\n",
            "Logging results to \u001b[1m/content/runs/exp\u001b[0m\n",
            "Starting training for 50 epochs...\n",
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "       1/50      2.45G      3.136      3.556      4.172         24        640: 100%|██████████| 55/55 [00:22<00:00,  2.39it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:03<00:00,  1.72it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238    0.00289      0.681     0.0145    0.00588\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "       2/50      2.25G      3.045      3.247      3.716         24        640: 100%|██████████| 55/55 [00:19<00:00,  2.79it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.60it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238     0.0415      0.349     0.0685     0.0162\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "       3/50      2.26G      2.814      3.035      3.378         24        640: 100%|██████████| 55/55 [00:18<00:00,  2.94it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:03<00:00,  1.75it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238     0.0339      0.134     0.0175    0.00461\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "       4/50      2.26G      2.549       2.79      3.178         30        640: 100%|██████████| 55/55 [00:25<00:00,  2.17it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.27it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.068      0.319     0.0447     0.0162\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "       5/50      2.25G      2.373      2.582      3.015         32        640: 100%|██████████| 55/55 [00:19<00:00,  2.84it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.80it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238       0.13      0.168     0.0617      0.017\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "       6/50      2.27G      2.245      2.373      2.855         26        640: 100%|██████████| 55/55 [00:18<00:00,  2.95it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.68it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.194      0.433      0.148     0.0497\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "       7/50      2.25G      2.145      2.248      2.754         27        640: 100%|██████████| 55/55 [00:19<00:00,  2.83it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.91it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.397      0.466      0.276      0.118\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "       8/50      2.24G      2.054      2.091      2.639         34        640: 100%|██████████| 55/55 [00:19<00:00,  2.88it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.67it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.527        0.5      0.481      0.254\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "       9/50      2.27G      1.936      1.938      2.496         28        640: 100%|██████████| 55/55 [00:18<00:00,  3.00it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:03<00:00,  1.71it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.625      0.475      0.522      0.245\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      10/50      2.25G       1.83      1.783      2.365         33        640: 100%|██████████| 55/55 [00:26<00:00,  2.04it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.98it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.592      0.576      0.597       0.33\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      11/50      2.25G      1.771      1.738        2.3         26        640: 100%|██████████| 55/55 [00:23<00:00,  2.34it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:01<00:00,  3.01it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.666      0.571      0.646      0.345\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      12/50      2.24G      1.751      1.711      2.251         34        640: 100%|██████████| 55/55 [00:24<00:00,  2.27it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:04<00:00,  1.47it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.764      0.517      0.675      0.359\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      13/50      2.25G      1.676      1.552      2.171         34        640: 100%|██████████| 55/55 [00:18<00:00,  2.97it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:04<00:00,  1.50it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.729      0.647      0.737      0.411\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      14/50      2.25G      1.636      1.528      2.132         25        640: 100%|██████████| 55/55 [00:22<00:00,  2.41it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.60it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.827      0.624      0.782      0.478\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      15/50      2.25G      1.586      1.442      2.063         32        640: 100%|██████████| 55/55 [00:21<00:00,  2.58it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.47it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.723      0.584       0.68      0.395\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      16/50      2.28G      1.564      1.406      2.034         23        640: 100%|██████████| 55/55 [00:21<00:00,  2.60it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:03<00:00,  1.72it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.781      0.719       0.81      0.508\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      17/50      2.25G      1.536      1.371      2.014         32        640: 100%|██████████| 55/55 [00:19<00:00,  2.83it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:03<00:00,  1.86it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.864      0.697      0.811      0.524\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      18/50      2.25G      1.443      1.295       1.93         29        640: 100%|██████████| 55/55 [00:19<00:00,  2.86it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.51it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.741      0.768      0.809      0.544\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      19/50      2.25G      1.442      1.261      1.922         25        640: 100%|██████████| 55/55 [00:20<00:00,  2.74it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.51it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.833      0.773      0.859      0.584\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      20/50      2.26G      1.385      1.241      1.892         30        640: 100%|██████████| 55/55 [00:23<00:00,  2.31it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.78it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.852       0.75      0.871      0.611\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      21/50      2.25G      1.361      1.192      1.844         34        640: 100%|██████████| 55/55 [00:19<00:00,  2.81it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.65it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.897      0.752      0.873      0.599\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      22/50      2.25G      1.368      1.146      1.827         28        640: 100%|██████████| 55/55 [00:18<00:00,  2.96it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:03<00:00,  1.69it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.793      0.794      0.842      0.582\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      23/50      2.25G      1.339      1.134      1.817         31        640: 100%|██████████| 55/55 [00:18<00:00,  3.02it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:04<00:00,  1.49it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.873      0.782      0.882      0.597\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      24/50      2.26G      1.327      1.125      1.804         25        640: 100%|██████████| 55/55 [00:18<00:00,  2.93it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.08it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.853      0.777      0.879       0.62\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      25/50      2.29G      1.291      1.085       1.76         29        640: 100%|██████████| 55/55 [00:19<00:00,  2.87it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.94it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.834      0.861      0.906      0.629\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      26/50      2.25G      1.259      1.062      1.757         36        640: 100%|██████████| 55/55 [00:19<00:00,  2.81it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:01<00:00,  3.05it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.908      0.828      0.925      0.672\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      27/50      2.25G      1.245      1.013      1.735         26        640: 100%|██████████| 55/55 [00:19<00:00,  2.81it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.76it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.896      0.815      0.889       0.62\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      28/50      2.24G      1.241      1.029      1.735         25        640: 100%|██████████| 55/55 [00:20<00:00,  2.73it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:03<00:00,  1.53it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.921      0.877       0.93      0.646\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      29/50      2.25G      1.223     0.9966      1.703         35        640: 100%|██████████| 55/55 [00:19<00:00,  2.88it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:03<00:00,  1.97it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238       0.91      0.804      0.908      0.628\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      30/50      2.25G      1.238     0.9695      1.704         28        640: 100%|██████████| 55/55 [00:19<00:00,  2.89it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:03<00:00,  1.63it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.878      0.819      0.889       0.57\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      31/50      2.25G      1.166     0.9443      1.657         26        640: 100%|██████████| 55/55 [00:18<00:00,  3.01it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.09it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.927      0.854      0.943      0.694\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      32/50      2.26G      1.169     0.9464      1.665         27        640: 100%|██████████| 55/55 [00:19<00:00,  2.88it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.99it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.973      0.849      0.946       0.69\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      33/50      2.25G      1.131     0.9062       1.61         25        640: 100%|██████████| 55/55 [00:19<00:00,  2.83it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.72it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.943      0.878      0.951      0.685\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      34/50      2.26G      1.135      0.919      1.634         25        640: 100%|██████████| 55/55 [00:21<00:00,  2.55it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.63it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.947      0.898       0.95      0.719\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      35/50      2.25G      1.101     0.8824      1.595         29        640: 100%|██████████| 55/55 [00:21<00:00,  2.54it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:03<00:00,  1.67it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.968      0.899      0.956      0.706\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      36/50      2.24G      1.079     0.8439      1.573         34        640: 100%|██████████| 55/55 [00:21<00:00,  2.52it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.11it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.956      0.907      0.955      0.731\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      37/50      2.25G      1.084     0.8649      1.576         26        640: 100%|██████████| 55/55 [00:24<00:00,  2.25it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.72it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.929      0.857      0.933      0.656\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      38/50      2.25G      1.082     0.8478      1.579         29        640: 100%|██████████| 55/55 [00:22<00:00,  2.46it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:03<00:00,  1.83it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.983      0.899      0.965      0.732\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      39/50      2.25G      1.041     0.8365      1.549         27        640: 100%|██████████| 55/55 [00:19<00:00,  2.82it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:03<00:00,  1.68it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.918      0.916      0.948      0.717\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      40/50      2.24G      1.022     0.7998      1.534         26        640: 100%|██████████| 55/55 [00:18<00:00,  2.91it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.44it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.985      0.912      0.965      0.742\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Closing dataloader mosaic\n",
            "\u001b[34m\u001b[1malbumentations: \u001b[0mBlur(p=0.01, blur_limit=(3, 7)), MedianBlur(p=0.01, blur_limit=(3, 7)), ToGray(p=0.01), CLAHE(p=0.01, clip_limit=(1, 4.0), tile_grid_size=(8, 8))\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/usr/lib/python3.10/multiprocessing/popen_fork.py:66: RuntimeWarning: os.fork() was called. os.fork() is incompatible with multithreaded code, and JAX is multithreaded, so this will likely lead to a deadlock.\n",
            "  self.pid = os.fork()\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      41/50      2.41G      0.866     0.6693      1.431         14        640: 100%|██████████| 55/55 [00:20<00:00,  2.62it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.77it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.957      0.895       0.96      0.723\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      42/50      2.25G     0.8304     0.6105       1.41         11        640: 100%|██████████| 55/55 [00:17<00:00,  3.12it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.73it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.941      0.912      0.962      0.734\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      43/50      2.25G     0.8047     0.5796      1.367         13        640: 100%|██████████| 55/55 [00:18<00:00,  2.92it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:01<00:00,  3.07it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.951      0.901      0.963       0.76\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      44/50      2.24G     0.7718     0.5549      1.333         11        640: 100%|██████████| 55/55 [00:19<00:00,  2.82it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.89it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.969      0.917      0.971      0.774\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      45/50      2.25G     0.7462      0.546      1.319         13        640: 100%|██████████| 55/55 [00:23<00:00,  2.39it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:03<00:00,  1.65it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.944      0.917      0.969      0.772\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      46/50      2.25G     0.7134      0.519       1.29         14        640: 100%|██████████| 55/55 [00:17<00:00,  3.07it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.35it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.961      0.932      0.974      0.786\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      47/50      2.25G     0.7173     0.5209      1.286         15        640: 100%|██████████| 55/55 [00:18<00:00,  2.99it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:01<00:00,  3.02it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.964      0.945      0.975      0.793\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      48/50      2.24G     0.6915     0.5054      1.261         19        640: 100%|██████████| 55/55 [00:19<00:00,  2.86it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:01<00:00,  3.01it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.972      0.937      0.974      0.795\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      49/50      2.25G     0.6917     0.5002      1.265         11        640: 100%|██████████| 55/55 [00:18<00:00,  3.02it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:01<00:00,  3.09it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.974      0.933      0.976      0.794\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "      50/50      2.25G     0.6795     0.4949      1.244         14        640: 100%|██████████| 55/55 [00:18<00:00,  2.99it/s]\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:02<00:00,  2.81it/s]"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.979      0.929      0.982      0.796\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "50 epochs completed in 0.334 hours.\n",
            "Optimizer stripped from /content/runs/exp/weights/last.pt, 6.2MB\n",
            "Optimizer stripped from /content/runs/exp/weights/best.pt, 6.2MB\n",
            "\n",
            "Validating /content/runs/exp/weights/best.pt...\n",
            "Ultralytics YOLOv8.2.55 🚀 Python-3.10.12 torch-2.3.0+cu121 CUDA:0 (Tesla T4, 15102MiB)\n",
            "YOLOv8n summary (fused): 168 layers, 3,005,843 parameters, 0 gradients, 8.1 GFLOPs\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 6/6 [00:05<00:00,  1.01it/s]\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.979      0.929      0.982      0.797\n",
            "Speed: 0.4ms preprocess, 3.3ms inference, 0.0ms loss, 7.8ms postprocess per image\n",
            "Results saved to \u001b[1m/content/runs/exp\u001b[0m\n"
          ]
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "ultralytics.utils.metrics.DetMetrics object with attributes:\n",
              "\n",
              "ap_class_index: array([0])\n",
              "box: ultralytics.utils.metrics.Metric object\n",
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              "curves: ['Precision-Recall(B)', 'F1-Confidence(B)', 'Precision-Confidence(B)', 'Recall-Confidence(B)']\n",
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              "           0.67267,     0.67367,     0.67467,     0.67568,     0.67668,     0.67768,     0.67868,     0.67968,     0.68068,     0.68168,     0.68268,     0.68368,     0.68468,     0.68569,     0.68669,     0.68769,     0.68869,     0.68969,     0.69069,     0.69169,     0.69269,     0.69369,     0.69469,      0.6957,\n",
              "            0.6967,      0.6977,      0.6987,      0.6997,      0.7007,      0.7017,      0.7027,      0.7037,      0.7047,     0.70571,     0.70671,     0.70771,     0.70871,     0.70971,     0.71071,     0.71171,     0.71271,     0.71371,     0.71471,     0.71572,     0.71672,     0.71772,     0.71872,     0.71972,\n",
              "           0.72072,     0.72172,     0.72272,     0.72372,     0.72472,     0.72573,     0.72673,     0.72773,     0.72873,     0.72973,     0.73073,     0.73173,     0.73273,     0.73373,     0.73473,     0.73574,     0.73674,     0.73774,     0.73874,     0.73974,     0.74074,     0.74174,     0.74274,     0.74374,\n",
              "           0.74474,     0.74575,     0.74675,     0.74775,     0.74875,     0.74975,     0.75075,     0.75175,     0.75275,     0.75375,     0.75475,     0.75576,     0.75676,     0.75776,     0.75876,     0.75976,     0.76076,     0.76176,     0.76276,     0.76376,     0.76476,     0.76577,     0.76677,     0.76777,\n",
              "           0.76877,     0.76977,     0.77077,     0.77177,     0.77277,     0.77377,     0.77477,     0.77578,     0.77678,     0.77778,     0.77878,     0.77978,     0.78078,     0.78178,     0.78278,     0.78378,     0.78478,     0.78579,     0.78679,     0.78779,     0.78879,     0.78979,     0.79079,     0.79179,\n",
              "           0.79279,     0.79379,     0.79479,      0.7958,      0.7968,      0.7978,      0.7988,      0.7998,      0.8008,      0.8018,      0.8028,      0.8038,      0.8048,     0.80581,     0.80681,     0.80781,     0.80881,     0.80981,     0.81081,     0.81181,     0.81281,     0.81381,     0.81481,     0.81582,\n",
              "           0.81682,     0.81782,     0.81882,     0.81982,     0.82082,     0.82182,     0.82282,     0.82382,     0.82482,     0.82583,     0.82683,     0.82783,     0.82883,     0.82983,     0.83083,     0.83183,     0.83283,     0.83383,     0.83483,     0.83584,     0.83684,     0.83784,     0.83884,     0.83984,\n",
              "           0.84084,     0.84184,     0.84284,     0.84384,     0.84484,     0.84585,     0.84685,     0.84785,     0.84885,     0.84985,     0.85085,     0.85185,     0.85285,     0.85385,     0.85485,     0.85586,     0.85686,     0.85786,     0.85886,     0.85986,     0.86086,     0.86186,     0.86286,     0.86386,\n",
              "           0.86486,     0.86587,     0.86687,     0.86787,     0.86887,     0.86987,     0.87087,     0.87187,     0.87287,     0.87387,     0.87487,     0.87588,     0.87688,     0.87788,     0.87888,     0.87988,     0.88088,     0.88188,     0.88288,     0.88388,     0.88488,     0.88589,     0.88689,     0.88789,\n",
              "           0.88889,     0.88989,     0.89089,     0.89189,     0.89289,     0.89389,     0.89489,      0.8959,      0.8969,      0.8979,      0.8989,      0.8999,      0.9009,      0.9019,      0.9029,      0.9039,      0.9049,     0.90591,     0.90691,     0.90791,     0.90891,     0.90991,     0.91091,     0.91191,\n",
              "           0.91291,     0.91391,     0.91491,     0.91592,     0.91692,     0.91792,     0.91892,     0.91992,     0.92092,     0.92192,     0.92292,     0.92392,     0.92492,     0.92593,     0.92693,     0.92793,     0.92893,     0.92993,     0.93093,     0.93193,     0.93293,     0.93393,     0.93493,     0.93594,\n",
              "           0.93694,     0.93794,     0.93894,     0.93994,     0.94094,     0.94194,     0.94294,     0.94394,     0.94494,     0.94595,     0.94695,     0.94795,     0.94895,     0.94995,     0.95095,     0.95195,     0.95295,     0.95395,     0.95495,     0.95596,     0.95696,     0.95796,     0.95896,     0.95996,\n",
              "           0.96096,     0.96196,     0.96296,     0.96396,     0.96496,     0.96597,     0.96697,     0.96797,     0.96897,     0.96997,     0.97097,     0.97197,     0.97297,     0.97397,     0.97497,     0.97598,     0.97698,     0.97798,     0.97898,     0.97998,     0.98098,     0.98198,     0.98298,     0.98398,\n",
              "           0.98498,     0.98599,     0.98699,     0.98799,     0.98899,     0.98999,     0.99099,     0.99199,     0.99299,     0.99399,     0.99499,       0.996,       0.997,       0.998,       0.999,           1]), array([[          1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,     0.99541,     0.99541,     0.99541,     0.99541,     0.99541,     0.99541,     0.99541,     0.99541,     0.98222,     0.98222,     0.98222,     0.98222,     0.98222,     0.98222,     0.98222,     0.98222,     0.98222,\n",
              "            0.98222,     0.98222,     0.98222,     0.98222,     0.98222,     0.98222,     0.98222,     0.98222,     0.97368,     0.97368,     0.97368,     0.97368,     0.96957,     0.96957,     0.96957,     0.96957,     0.96957,     0.96137,     0.96137,     0.96137,     0.96137,      0.9187,      0.9187,\n",
              "             0.9187,      0.9187,      0.9187,      0.9187,      0.9187,      0.9187,     0.91532,     0.91532,     0.91532,     0.91532,     0.89412,     0.89412,     0.89412,     0.89412,     0.89412,     0.85768,     0.85768,     0.85768,     0.85768,     0.85185,     0.85185,     0.85185,     0.85185,\n",
              "            0.84307,     0.84307,     0.84307,     0.84307,     0.84058,     0.84058,     0.84058,     0.84058,     0.77926,     0.77926,     0.77926,     0.77926,     0.77926,     0.68023,     0.68023,     0.68023,     0.68023,     0.50647,     0.50647,     0.50647,     0.50647,     0.48963,     0.48963,\n",
              "            0.48963,     0.48963,     0.15192,     0.15192,     0.15192,     0.15192,     0.13516,     0.10137,    0.067579,     0.03379,           0]]), 'Recall', 'Precision'], [array([          0,    0.001001,    0.002002,    0.003003,    0.004004,    0.005005,    0.006006,    0.007007,    0.008008,    0.009009,     0.01001,    0.011011,    0.012012,    0.013013,    0.014014,    0.015015,    0.016016,    0.017017,    0.018018,    0.019019,     0.02002,    0.021021,    0.022022,    0.023023,\n",
              "          0.024024,    0.025025,    0.026026,    0.027027,    0.028028,    0.029029,     0.03003,    0.031031,    0.032032,    0.033033,    0.034034,    0.035035,    0.036036,    0.037037,    0.038038,    0.039039,     0.04004,    0.041041,    0.042042,    0.043043,    0.044044,    0.045045,    0.046046,    0.047047,\n",
              "          0.048048,    0.049049,     0.05005,    0.051051,    0.052052,    0.053053,    0.054054,    0.055055,    0.056056,    0.057057,    0.058058,    0.059059,     0.06006,    0.061061,    0.062062,    0.063063,    0.064064,    0.065065,    0.066066,    0.067067,    0.068068,    0.069069,     0.07007,    0.071071,\n",
              "          0.072072,    0.073073,    0.074074,    0.075075,    0.076076,    0.077077,    0.078078,    0.079079,     0.08008,    0.081081,    0.082082,    0.083083,    0.084084,    0.085085,    0.086086,    0.087087,    0.088088,    0.089089,     0.09009,    0.091091,    0.092092,    0.093093,    0.094094,    0.095095,\n",
              "          0.096096,    0.097097,    0.098098,    0.099099,      0.1001,      0.1011,      0.1021,      0.1031,      0.1041,     0.10511,     0.10611,     0.10711,     0.10811,     0.10911,     0.11011,     0.11111,     0.11211,     0.11311,     0.11411,     0.11512,     0.11612,     0.11712,     0.11812,     0.11912,\n",
              "           0.12012,     0.12112,     0.12212,     0.12312,     0.12412,     0.12513,     0.12613,     0.12713,     0.12813,     0.12913,     0.13013,     0.13113,     0.13213,     0.13313,     0.13413,     0.13514,     0.13614,     0.13714,     0.13814,     0.13914,     0.14014,     0.14114,     0.14214,     0.14314,\n",
              "           0.14414,     0.14515,     0.14615,     0.14715,     0.14815,     0.14915,     0.15015,     0.15115,     0.15215,     0.15315,     0.15415,     0.15516,     0.15616,     0.15716,     0.15816,     0.15916,     0.16016,     0.16116,     0.16216,     0.16316,     0.16416,     0.16517,     0.16617,     0.16717,\n",
              "           0.16817,     0.16917,     0.17017,     0.17117,     0.17217,     0.17317,     0.17417,     0.17518,     0.17618,     0.17718,     0.17818,     0.17918,     0.18018,     0.18118,     0.18218,     0.18318,     0.18418,     0.18519,     0.18619,     0.18719,     0.18819,     0.18919,     0.19019,     0.19119,\n",
              "           0.19219,     0.19319,     0.19419,      0.1952,      0.1962,      0.1972,      0.1982,      0.1992,      0.2002,      0.2012,      0.2022,      0.2032,      0.2042,     0.20521,     0.20621,     0.20721,     0.20821,     0.20921,     0.21021,     0.21121,     0.21221,     0.21321,     0.21421,     0.21522,\n",
              "           0.21622,     0.21722,     0.21822,     0.21922,     0.22022,     0.22122,     0.22222,     0.22322,     0.22422,     0.22523,     0.22623,     0.22723,     0.22823,     0.22923,     0.23023,     0.23123,     0.23223,     0.23323,     0.23423,     0.23524,     0.23624,     0.23724,     0.23824,     0.23924,\n",
              "           0.24024,     0.24124,     0.24224,     0.24324,     0.24424,     0.24525,     0.24625,     0.24725,     0.24825,     0.24925,     0.25025,     0.25125,     0.25225,     0.25325,     0.25425,     0.25526,     0.25626,     0.25726,     0.25826,     0.25926,     0.26026,     0.26126,     0.26226,     0.26326,\n",
              "           0.26426,     0.26527,     0.26627,     0.26727,     0.26827,     0.26927,     0.27027,     0.27127,     0.27227,     0.27327,     0.27427,     0.27528,     0.27628,     0.27728,     0.27828,     0.27928,     0.28028,     0.28128,     0.28228,     0.28328,     0.28428,     0.28529,     0.28629,     0.28729,\n",
              "           0.28829,     0.28929,     0.29029,     0.29129,     0.29229,     0.29329,     0.29429,      0.2953,      0.2963,      0.2973,      0.2983,      0.2993,      0.3003,      0.3013,      0.3023,      0.3033,      0.3043,     0.30531,     0.30631,     0.30731,     0.30831,     0.30931,     0.31031,     0.31131,\n",
              "           0.31231,     0.31331,     0.31431,     0.31532,     0.31632,     0.31732,     0.31832,     0.31932,     0.32032,     0.32132,     0.32232,     0.32332,     0.32432,     0.32533,     0.32633,     0.32733,     0.32833,     0.32933,     0.33033,     0.33133,     0.33233,     0.33333,     0.33433,     0.33534,\n",
              "           0.33634,     0.33734,     0.33834,     0.33934,     0.34034,     0.34134,     0.34234,     0.34334,     0.34434,     0.34535,     0.34635,     0.34735,     0.34835,     0.34935,     0.35035,     0.35135,     0.35235,     0.35335,     0.35435,     0.35536,     0.35636,     0.35736,     0.35836,     0.35936,\n",
              "           0.36036,     0.36136,     0.36236,     0.36336,     0.36436,     0.36537,     0.36637,     0.36737,     0.36837,     0.36937,     0.37037,     0.37137,     0.37237,     0.37337,     0.37437,     0.37538,     0.37638,     0.37738,     0.37838,     0.37938,     0.38038,     0.38138,     0.38238,     0.38338,\n",
              "           0.38438,     0.38539,     0.38639,     0.38739,     0.38839,     0.38939,     0.39039,     0.39139,     0.39239,     0.39339,     0.39439,      0.3954,      0.3964,      0.3974,      0.3984,      0.3994,      0.4004,      0.4014,      0.4024,      0.4034,      0.4044,     0.40541,     0.40641,     0.40741,\n",
              "           0.40841,     0.40941,     0.41041,     0.41141,     0.41241,     0.41341,     0.41441,     0.41542,     0.41642,     0.41742,     0.41842,     0.41942,     0.42042,     0.42142,     0.42242,     0.42342,     0.42442,     0.42543,     0.42643,     0.42743,     0.42843,     0.42943,     0.43043,     0.43143,\n",
              "           0.43243,     0.43343,     0.43443,     0.43544,     0.43644,     0.43744,     0.43844,     0.43944,     0.44044,     0.44144,     0.44244,     0.44344,     0.44444,     0.44545,     0.44645,     0.44745,     0.44845,     0.44945,     0.45045,     0.45145,     0.45245,     0.45345,     0.45445,     0.45546,\n",
              "           0.45646,     0.45746,     0.45846,     0.45946,     0.46046,     0.46146,     0.46246,     0.46346,     0.46446,     0.46547,     0.46647,     0.46747,     0.46847,     0.46947,     0.47047,     0.47147,     0.47247,     0.47347,     0.47447,     0.47548,     0.47648,     0.47748,     0.47848,     0.47948,\n",
              "           0.48048,     0.48148,     0.48248,     0.48348,     0.48448,     0.48549,     0.48649,     0.48749,     0.48849,     0.48949,     0.49049,     0.49149,     0.49249,     0.49349,     0.49449,      0.4955,      0.4965,      0.4975,      0.4985,      0.4995,      0.5005,      0.5015,      0.5025,      0.5035,\n",
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              "           0.52853,     0.52953,     0.53053,     0.53153,     0.53253,     0.53353,     0.53453,     0.53554,     0.53654,     0.53754,     0.53854,     0.53954,     0.54054,     0.54154,     0.54254,     0.54354,     0.54454,     0.54555,     0.54655,     0.54755,     0.54855,     0.54955,     0.55055,     0.55155,\n",
              "           0.55255,     0.55355,     0.55455,     0.55556,     0.55656,     0.55756,     0.55856,     0.55956,     0.56056,     0.56156,     0.56256,     0.56356,     0.56456,     0.56557,     0.56657,     0.56757,     0.56857,     0.56957,     0.57057,     0.57157,     0.57257,     0.57357,     0.57457,     0.57558,\n",
              "           0.57658,     0.57758,     0.57858,     0.57958,     0.58058,     0.58158,     0.58258,     0.58358,     0.58458,     0.58559,     0.58659,     0.58759,     0.58859,     0.58959,     0.59059,     0.59159,     0.59259,     0.59359,     0.59459,      0.5956,      0.5966,      0.5976,      0.5986,      0.5996,\n",
              "            0.6006,      0.6016,      0.6026,      0.6036,      0.6046,     0.60561,     0.60661,     0.60761,     0.60861,     0.60961,     0.61061,     0.61161,     0.61261,     0.61361,     0.61461,     0.61562,     0.61662,     0.61762,     0.61862,     0.61962,     0.62062,     0.62162,     0.62262,     0.62362,\n",
              "           0.62462,     0.62563,     0.62663,     0.62763,     0.62863,     0.62963,     0.63063,     0.63163,     0.63263,     0.63363,     0.63463,     0.63564,     0.63664,     0.63764,     0.63864,     0.63964,     0.64064,     0.64164,     0.64264,     0.64364,     0.64464,     0.64565,     0.64665,     0.64765,\n",
              "           0.64865,     0.64965,     0.65065,     0.65165,     0.65265,     0.65365,     0.65465,     0.65566,     0.65666,     0.65766,     0.65866,     0.65966,     0.66066,     0.66166,     0.66266,     0.66366,     0.66466,     0.66567,     0.66667,     0.66767,     0.66867,     0.66967,     0.67067,     0.67167,\n",
              "           0.67267,     0.67367,     0.67467,     0.67568,     0.67668,     0.67768,     0.67868,     0.67968,     0.68068,     0.68168,     0.68268,     0.68368,     0.68468,     0.68569,     0.68669,     0.68769,     0.68869,     0.68969,     0.69069,     0.69169,     0.69269,     0.69369,     0.69469,      0.6957,\n",
              "            0.6967,      0.6977,      0.6987,      0.6997,      0.7007,      0.7017,      0.7027,      0.7037,      0.7047,     0.70571,     0.70671,     0.70771,     0.70871,     0.70971,     0.71071,     0.71171,     0.71271,     0.71371,     0.71471,     0.71572,     0.71672,     0.71772,     0.71872,     0.71972,\n",
              "           0.72072,     0.72172,     0.72272,     0.72372,     0.72472,     0.72573,     0.72673,     0.72773,     0.72873,     0.72973,     0.73073,     0.73173,     0.73273,     0.73373,     0.73473,     0.73574,     0.73674,     0.73774,     0.73874,     0.73974,     0.74074,     0.74174,     0.74274,     0.74374,\n",
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              "           0.76877,     0.76977,     0.77077,     0.77177,     0.77277,     0.77377,     0.77477,     0.77578,     0.77678,     0.77778,     0.77878,     0.77978,     0.78078,     0.78178,     0.78278,     0.78378,     0.78478,     0.78579,     0.78679,     0.78779,     0.78879,     0.78979,     0.79079,     0.79179,\n",
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              "           0.81682,     0.81782,     0.81882,     0.81982,     0.82082,     0.82182,     0.82282,     0.82382,     0.82482,     0.82583,     0.82683,     0.82783,     0.82883,     0.82983,     0.83083,     0.83183,     0.83283,     0.83383,     0.83483,     0.83584,     0.83684,     0.83784,     0.83884,     0.83984,\n",
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              "             0.9458,     0.94567,     0.94555,     0.94594,     0.94641,     0.94688,     0.94735,     0.94861,     0.95074,      0.9516,      0.9513,     0.95101,     0.95071,     0.95042,     0.95012,     0.94983,     0.94953,     0.94941,     0.94936,      0.9493,     0.94925,     0.94919,     0.94914,\n",
              "            0.94908,     0.94903,     0.94898,     0.94892,     0.94887,     0.94881,     0.94876,      0.9487,     0.94865,     0.94859,     0.94854,     0.94849,     0.94843,     0.94838,     0.94832,     0.94827,     0.94821,     0.94816,      0.9481,     0.94805,     0.94799,     0.94794,     0.94789,\n",
              "            0.94783,     0.94778,     0.94772,     0.94767,     0.94761,     0.94756,      0.9475,     0.94745,     0.94739,     0.94734,     0.94729,     0.94723,     0.94718,     0.94922,     0.94918,     0.94914,     0.94911,     0.94907,     0.94903,     0.94899,     0.94896,     0.94892,     0.94888,\n",
              "            0.94885,     0.94881,     0.94877,     0.94873,      0.9487,     0.94866,     0.94862,     0.94858,     0.94855,     0.94851,     0.94847,     0.94844,      0.9484,     0.94836,     0.94832,     0.94829,     0.94825,     0.94821,     0.94818,     0.94814,      0.9481,     0.94806,     0.94803,\n",
              "            0.94799,     0.94795,     0.94791,     0.94788,     0.94784,      0.9478,     0.94777,     0.94773,     0.94769,     0.94765,     0.94762,     0.94758,     0.94754,     0.94751,     0.94747,     0.94743,     0.94739,     0.94736,     0.94732,     0.94728,     0.94724,     0.94721,     0.94717,\n",
              "            0.94713,     0.94709,     0.94706,     0.94702,     0.94698,     0.94695,     0.94691,     0.94668,     0.94641,     0.94615,     0.94588,     0.94562,     0.94535,     0.94508,     0.94482,     0.94453,       0.944,     0.94347,     0.94293,      0.9424,     0.94114,     0.93984,     0.93974,\n",
              "            0.93963,     0.93952,     0.93941,     0.93931,      0.9392,     0.93909,     0.93898,     0.93887,     0.93877,     0.93866,     0.93855,     0.93844,     0.93834,     0.93823,     0.93812,     0.93801,      0.9379,      0.9378,     0.93769,     0.93758,     0.93737,     0.93689,      0.9364,\n",
              "            0.93591,     0.93542,     0.93505,     0.93487,     0.93469,     0.93451,     0.93433,     0.93415,     0.93397,     0.93379,      0.9336,     0.93342,     0.93324,     0.93306,     0.93288,     0.93023,     0.92974,     0.92925,     0.92875,     0.92826,     0.92627,     0.92491,     0.92419,\n",
              "            0.92348,     0.92009,     0.91883,     0.91801,     0.91765,     0.91729,     0.91693,     0.91657,      0.9162,     0.91584,     0.91406,     0.91275,     0.91202,     0.91129,     0.91072,     0.91061,     0.91049,     0.91038,     0.91026,     0.91014,     0.91003,     0.90991,     0.90979,\n",
              "            0.90968,     0.90956,     0.90945,     0.90933,     0.90921,      0.9091,     0.90898,     0.90886,     0.90875,     0.90863,     0.90851,      0.9084,     0.90828,     0.90785,     0.90733,     0.90682,      0.9063,     0.90579,       0.903,     0.90275,      0.9025,     0.90226,     0.90201,\n",
              "            0.90176,     0.90152,     0.90127,     0.90102,     0.90077,     0.89726,     0.89595,     0.89464,     0.89332,       0.892,     0.89068,     0.88565,     0.88187,     0.88097,     0.88007,     0.87636,     0.87527,     0.87383,     0.87202,     0.87111,     0.87019,     0.86919,     0.86735,\n",
              "            0.86317,      0.8611,     0.86089,     0.86067,     0.86046,     0.86024,     0.86003,     0.85981,      0.8596,     0.85938,     0.85917,     0.85895,     0.85874,     0.85852,     0.85812,     0.85772,     0.85732,     0.85692,     0.85652,     0.85611,     0.85497,     0.85177,     0.84691,\n",
              "            0.84448,     0.84366,     0.84284,     0.84201,     0.84092,     0.83976,     0.83797,     0.83506,     0.83006,     0.82908,      0.8281,     0.82701,     0.82583,     0.82462,     0.82314,      0.8216,      0.8196,     0.81838,     0.81763,     0.81688,     0.81613,     0.81482,     0.81331,\n",
              "            0.81061,     0.80647,     0.80579,     0.80511,     0.80442,     0.80275,      0.7983,     0.79345,     0.79188,     0.78867,     0.78402,     0.77913,     0.77849,     0.77784,      0.7772,     0.77656,     0.76877,      0.7653,     0.76205,     0.75659,     0.75437,     0.75124,      0.7488,\n",
              "            0.74614,     0.74143,      0.7278,     0.72335,     0.72218,     0.72101,     0.71863,     0.71509,     0.70802,     0.70442,     0.69502,     0.68764,     0.68264,     0.67889,     0.66584,     0.66106,      0.6533,     0.64311,     0.64046,     0.63052,     0.62849,     0.61923,     0.61649,\n",
              "            0.60043,     0.59195,      0.5785,     0.57726,     0.57601,     0.57026,     0.56584,     0.55704,     0.54845,     0.54618,      0.5381,     0.52428,     0.51135,     0.50528,     0.49225,     0.48252,     0.47585,     0.46018,     0.45506,     0.42984,     0.42576,     0.41362,     0.40271,\n",
              "            0.37517,     0.35808,     0.34967,     0.34033,     0.32838,     0.31117,     0.30396,     0.29148,     0.27257,     0.26595,     0.25466,     0.24615,      0.2129,      0.2048,     0.17494,     0.17135,     0.16724,     0.16241,      0.1587,     0.15504,     0.14045,     0.13298,     0.12562,\n",
              "            0.12056,     0.10312,    0.099236,    0.093351,    0.086205,    0.083045,    0.076787,    0.069851,    0.065832,    0.062445,    0.059206,    0.055659,     0.05158,    0.048333,     0.04628,    0.044223,    0.042161,    0.039461,    0.036145,    0.032948,    0.031432,    0.029914,    0.028393,\n",
              "            0.02687,    0.025344,    0.020931,    0.012539,           0,           0,           0,           0,           0,           0,           0,           0,           0,           0,           0,           0,           0,           0,           0,           0,           0,           0,           0,\n",
              "                  0,           0,           0,           0,           0,           0,           0,           0,           0,           0,           0]]), 'Confidence', 'F1'], [array([          0,    0.001001,    0.002002,    0.003003,    0.004004,    0.005005,    0.006006,    0.007007,    0.008008,    0.009009,     0.01001,    0.011011,    0.012012,    0.013013,    0.014014,    0.015015,    0.016016,    0.017017,    0.018018,    0.019019,     0.02002,    0.021021,    0.022022,    0.023023,\n",
              "          0.024024,    0.025025,    0.026026,    0.027027,    0.028028,    0.029029,     0.03003,    0.031031,    0.032032,    0.033033,    0.034034,    0.035035,    0.036036,    0.037037,    0.038038,    0.039039,     0.04004,    0.041041,    0.042042,    0.043043,    0.044044,    0.045045,    0.046046,    0.047047,\n",
              "          0.048048,    0.049049,     0.05005,    0.051051,    0.052052,    0.053053,    0.054054,    0.055055,    0.056056,    0.057057,    0.058058,    0.059059,     0.06006,    0.061061,    0.062062,    0.063063,    0.064064,    0.065065,    0.066066,    0.067067,    0.068068,    0.069069,     0.07007,    0.071071,\n",
              "          0.072072,    0.073073,    0.074074,    0.075075,    0.076076,    0.077077,    0.078078,    0.079079,     0.08008,    0.081081,    0.082082,    0.083083,    0.084084,    0.085085,    0.086086,    0.087087,    0.088088,    0.089089,     0.09009,    0.091091,    0.092092,    0.093093,    0.094094,    0.095095,\n",
              "          0.096096,    0.097097,    0.098098,    0.099099,      0.1001,      0.1011,      0.1021,      0.1031,      0.1041,     0.10511,     0.10611,     0.10711,     0.10811,     0.10911,     0.11011,     0.11111,     0.11211,     0.11311,     0.11411,     0.11512,     0.11612,     0.11712,     0.11812,     0.11912,\n",
              "           0.12012,     0.12112,     0.12212,     0.12312,     0.12412,     0.12513,     0.12613,     0.12713,     0.12813,     0.12913,     0.13013,     0.13113,     0.13213,     0.13313,     0.13413,     0.13514,     0.13614,     0.13714,     0.13814,     0.13914,     0.14014,     0.14114,     0.14214,     0.14314,\n",
              "           0.14414,     0.14515,     0.14615,     0.14715,     0.14815,     0.14915,     0.15015,     0.15115,     0.15215,     0.15315,     0.15415,     0.15516,     0.15616,     0.15716,     0.15816,     0.15916,     0.16016,     0.16116,     0.16216,     0.16316,     0.16416,     0.16517,     0.16617,     0.16717,\n",
              "           0.16817,     0.16917,     0.17017,     0.17117,     0.17217,     0.17317,     0.17417,     0.17518,     0.17618,     0.17718,     0.17818,     0.17918,     0.18018,     0.18118,     0.18218,     0.18318,     0.18418,     0.18519,     0.18619,     0.18719,     0.18819,     0.18919,     0.19019,     0.19119,\n",
              "           0.19219,     0.19319,     0.19419,      0.1952,      0.1962,      0.1972,      0.1982,      0.1992,      0.2002,      0.2012,      0.2022,      0.2032,      0.2042,     0.20521,     0.20621,     0.20721,     0.20821,     0.20921,     0.21021,     0.21121,     0.21221,     0.21321,     0.21421,     0.21522,\n",
              "           0.21622,     0.21722,     0.21822,     0.21922,     0.22022,     0.22122,     0.22222,     0.22322,     0.22422,     0.22523,     0.22623,     0.22723,     0.22823,     0.22923,     0.23023,     0.23123,     0.23223,     0.23323,     0.23423,     0.23524,     0.23624,     0.23724,     0.23824,     0.23924,\n",
              "           0.24024,     0.24124,     0.24224,     0.24324,     0.24424,     0.24525,     0.24625,     0.24725,     0.24825,     0.24925,     0.25025,     0.25125,     0.25225,     0.25325,     0.25425,     0.25526,     0.25626,     0.25726,     0.25826,     0.25926,     0.26026,     0.26126,     0.26226,     0.26326,\n",
              "           0.26426,     0.26527,     0.26627,     0.26727,     0.26827,     0.26927,     0.27027,     0.27127,     0.27227,     0.27327,     0.27427,     0.27528,     0.27628,     0.27728,     0.27828,     0.27928,     0.28028,     0.28128,     0.28228,     0.28328,     0.28428,     0.28529,     0.28629,     0.28729,\n",
              "           0.28829,     0.28929,     0.29029,     0.29129,     0.29229,     0.29329,     0.29429,      0.2953,      0.2963,      0.2973,      0.2983,      0.2993,      0.3003,      0.3013,      0.3023,      0.3033,      0.3043,     0.30531,     0.30631,     0.30731,     0.30831,     0.30931,     0.31031,     0.31131,\n",
              "           0.31231,     0.31331,     0.31431,     0.31532,     0.31632,     0.31732,     0.31832,     0.31932,     0.32032,     0.32132,     0.32232,     0.32332,     0.32432,     0.32533,     0.32633,     0.32733,     0.32833,     0.32933,     0.33033,     0.33133,     0.33233,     0.33333,     0.33433,     0.33534,\n",
              "           0.33634,     0.33734,     0.33834,     0.33934,     0.34034,     0.34134,     0.34234,     0.34334,     0.34434,     0.34535,     0.34635,     0.34735,     0.34835,     0.34935,     0.35035,     0.35135,     0.35235,     0.35335,     0.35435,     0.35536,     0.35636,     0.35736,     0.35836,     0.35936,\n",
              "           0.36036,     0.36136,     0.36236,     0.36336,     0.36436,     0.36537,     0.36637,     0.36737,     0.36837,     0.36937,     0.37037,     0.37137,     0.37237,     0.37337,     0.37437,     0.37538,     0.37638,     0.37738,     0.37838,     0.37938,     0.38038,     0.38138,     0.38238,     0.38338,\n",
              "           0.38438,     0.38539,     0.38639,     0.38739,     0.38839,     0.38939,     0.39039,     0.39139,     0.39239,     0.39339,     0.39439,      0.3954,      0.3964,      0.3974,      0.3984,      0.3994,      0.4004,      0.4014,      0.4024,      0.4034,      0.4044,     0.40541,     0.40641,     0.40741,\n",
              "           0.40841,     0.40941,     0.41041,     0.41141,     0.41241,     0.41341,     0.41441,     0.41542,     0.41642,     0.41742,     0.41842,     0.41942,     0.42042,     0.42142,     0.42242,     0.42342,     0.42442,     0.42543,     0.42643,     0.42743,     0.42843,     0.42943,     0.43043,     0.43143,\n",
              "           0.43243,     0.43343,     0.43443,     0.43544,     0.43644,     0.43744,     0.43844,     0.43944,     0.44044,     0.44144,     0.44244,     0.44344,     0.44444,     0.44545,     0.44645,     0.44745,     0.44845,     0.44945,     0.45045,     0.45145,     0.45245,     0.45345,     0.45445,     0.45546,\n",
              "           0.45646,     0.45746,     0.45846,     0.45946,     0.46046,     0.46146,     0.46246,     0.46346,     0.46446,     0.46547,     0.46647,     0.46747,     0.46847,     0.46947,     0.47047,     0.47147,     0.47247,     0.47347,     0.47447,     0.47548,     0.47648,     0.47748,     0.47848,     0.47948,\n",
              "           0.48048,     0.48148,     0.48248,     0.48348,     0.48448,     0.48549,     0.48649,     0.48749,     0.48849,     0.48949,     0.49049,     0.49149,     0.49249,     0.49349,     0.49449,      0.4955,      0.4965,      0.4975,      0.4985,      0.4995,      0.5005,      0.5015,      0.5025,      0.5035,\n",
              "            0.5045,     0.50551,     0.50651,     0.50751,     0.50851,     0.50951,     0.51051,     0.51151,     0.51251,     0.51351,     0.51451,     0.51552,     0.51652,     0.51752,     0.51852,     0.51952,     0.52052,     0.52152,     0.52252,     0.52352,     0.52452,     0.52553,     0.52653,     0.52753,\n",
              "           0.52853,     0.52953,     0.53053,     0.53153,     0.53253,     0.53353,     0.53453,     0.53554,     0.53654,     0.53754,     0.53854,     0.53954,     0.54054,     0.54154,     0.54254,     0.54354,     0.54454,     0.54555,     0.54655,     0.54755,     0.54855,     0.54955,     0.55055,     0.55155,\n",
              "           0.55255,     0.55355,     0.55455,     0.55556,     0.55656,     0.55756,     0.55856,     0.55956,     0.56056,     0.56156,     0.56256,     0.56356,     0.56456,     0.56557,     0.56657,     0.56757,     0.56857,     0.56957,     0.57057,     0.57157,     0.57257,     0.57357,     0.57457,     0.57558,\n",
              "           0.57658,     0.57758,     0.57858,     0.57958,     0.58058,     0.58158,     0.58258,     0.58358,     0.58458,     0.58559,     0.58659,     0.58759,     0.58859,     0.58959,     0.59059,     0.59159,     0.59259,     0.59359,     0.59459,      0.5956,      0.5966,      0.5976,      0.5986,      0.5996,\n",
              "            0.6006,      0.6016,      0.6026,      0.6036,      0.6046,     0.60561,     0.60661,     0.60761,     0.60861,     0.60961,     0.61061,     0.61161,     0.61261,     0.61361,     0.61461,     0.61562,     0.61662,     0.61762,     0.61862,     0.61962,     0.62062,     0.62162,     0.62262,     0.62362,\n",
              "           0.62462,     0.62563,     0.62663,     0.62763,     0.62863,     0.62963,     0.63063,     0.63163,     0.63263,     0.63363,     0.63463,     0.63564,     0.63664,     0.63764,     0.63864,     0.63964,     0.64064,     0.64164,     0.64264,     0.64364,     0.64464,     0.64565,     0.64665,     0.64765,\n",
              "           0.64865,     0.64965,     0.65065,     0.65165,     0.65265,     0.65365,     0.65465,     0.65566,     0.65666,     0.65766,     0.65866,     0.65966,     0.66066,     0.66166,     0.66266,     0.66366,     0.66466,     0.66567,     0.66667,     0.66767,     0.66867,     0.66967,     0.67067,     0.67167,\n",
              "           0.67267,     0.67367,     0.67467,     0.67568,     0.67668,     0.67768,     0.67868,     0.67968,     0.68068,     0.68168,     0.68268,     0.68368,     0.68468,     0.68569,     0.68669,     0.68769,     0.68869,     0.68969,     0.69069,     0.69169,     0.69269,     0.69369,     0.69469,      0.6957,\n",
              "            0.6967,      0.6977,      0.6987,      0.6997,      0.7007,      0.7017,      0.7027,      0.7037,      0.7047,     0.70571,     0.70671,     0.70771,     0.70871,     0.70971,     0.71071,     0.71171,     0.71271,     0.71371,     0.71471,     0.71572,     0.71672,     0.71772,     0.71872,     0.71972,\n",
              "           0.72072,     0.72172,     0.72272,     0.72372,     0.72472,     0.72573,     0.72673,     0.72773,     0.72873,     0.72973,     0.73073,     0.73173,     0.73273,     0.73373,     0.73473,     0.73574,     0.73674,     0.73774,     0.73874,     0.73974,     0.74074,     0.74174,     0.74274,     0.74374,\n",
              "           0.74474,     0.74575,     0.74675,     0.74775,     0.74875,     0.74975,     0.75075,     0.75175,     0.75275,     0.75375,     0.75475,     0.75576,     0.75676,     0.75776,     0.75876,     0.75976,     0.76076,     0.76176,     0.76276,     0.76376,     0.76476,     0.76577,     0.76677,     0.76777,\n",
              "           0.76877,     0.76977,     0.77077,     0.77177,     0.77277,     0.77377,     0.77477,     0.77578,     0.77678,     0.77778,     0.77878,     0.77978,     0.78078,     0.78178,     0.78278,     0.78378,     0.78478,     0.78579,     0.78679,     0.78779,     0.78879,     0.78979,     0.79079,     0.79179,\n",
              "           0.79279,     0.79379,     0.79479,      0.7958,      0.7968,      0.7978,      0.7988,      0.7998,      0.8008,      0.8018,      0.8028,      0.8038,      0.8048,     0.80581,     0.80681,     0.80781,     0.80881,     0.80981,     0.81081,     0.81181,     0.81281,     0.81381,     0.81481,     0.81582,\n",
              "           0.81682,     0.81782,     0.81882,     0.81982,     0.82082,     0.82182,     0.82282,     0.82382,     0.82482,     0.82583,     0.82683,     0.82783,     0.82883,     0.82983,     0.83083,     0.83183,     0.83283,     0.83383,     0.83483,     0.83584,     0.83684,     0.83784,     0.83884,     0.83984,\n",
              "           0.84084,     0.84184,     0.84284,     0.84384,     0.84484,     0.84585,     0.84685,     0.84785,     0.84885,     0.84985,     0.85085,     0.85185,     0.85285,     0.85385,     0.85485,     0.85586,     0.85686,     0.85786,     0.85886,     0.85986,     0.86086,     0.86186,     0.86286,     0.86386,\n",
              "           0.86486,     0.86587,     0.86687,     0.86787,     0.86887,     0.86987,     0.87087,     0.87187,     0.87287,     0.87387,     0.87487,     0.87588,     0.87688,     0.87788,     0.87888,     0.87988,     0.88088,     0.88188,     0.88288,     0.88388,     0.88488,     0.88589,     0.88689,     0.88789,\n",
              "           0.88889,     0.88989,     0.89089,     0.89189,     0.89289,     0.89389,     0.89489,      0.8959,      0.8969,      0.8979,      0.8989,      0.8999,      0.9009,      0.9019,      0.9029,      0.9039,      0.9049,     0.90591,     0.90691,     0.90791,     0.90891,     0.90991,     0.91091,     0.91191,\n",
              "           0.91291,     0.91391,     0.91491,     0.91592,     0.91692,     0.91792,     0.91892,     0.91992,     0.92092,     0.92192,     0.92292,     0.92392,     0.92492,     0.92593,     0.92693,     0.92793,     0.92893,     0.92993,     0.93093,     0.93193,     0.93293,     0.93393,     0.93493,     0.93594,\n",
              "           0.93694,     0.93794,     0.93894,     0.93994,     0.94094,     0.94194,     0.94294,     0.94394,     0.94494,     0.94595,     0.94695,     0.94795,     0.94895,     0.94995,     0.95095,     0.95195,     0.95295,     0.95395,     0.95495,     0.95596,     0.95696,     0.95796,     0.95896,     0.95996,\n",
              "           0.96096,     0.96196,     0.96296,     0.96396,     0.96496,     0.96597,     0.96697,     0.96797,     0.96897,     0.96997,     0.97097,     0.97197,     0.97297,     0.97397,     0.97497,     0.97598,     0.97698,     0.97798,     0.97898,     0.97998,     0.98098,     0.98198,     0.98298,     0.98398,\n",
              "           0.98498,     0.98599,     0.98699,     0.98799,     0.98899,     0.98999,     0.99099,     0.99199,     0.99299,     0.99399,     0.99499,       0.996,       0.997,       0.998,       0.999,           1]), array([[    0.14183,     0.14183,     0.20467,     0.24918,     0.28115,     0.31184,     0.33824,     0.36298,     0.38276,     0.39591,     0.40973,     0.41972,     0.43799,     0.45022,     0.46468,     0.47438,     0.48588,     0.49532,      0.5026,     0.50545,      0.5168,     0.52568,     0.53732,\n",
              "            0.54512,     0.55148,      0.5586,     0.56572,     0.57064,     0.58121,     0.59016,     0.59501,     0.60316,     0.60876,     0.61219,     0.61786,     0.62268,     0.62823,     0.63238,     0.63775,     0.64547,     0.66121,      0.6671,     0.67143,     0.67484,     0.67643,     0.68013,\n",
              "            0.67957,     0.68169,     0.68833,     0.69073,     0.69763,     0.71066,     0.71154,     0.71242,     0.71932,     0.72275,     0.72834,      0.7288,     0.72927,     0.72973,      0.7302,     0.73977,     0.74082,     0.74186,     0.74735,     0.75015,     0.75156,     0.75593,     0.75838,\n",
              "            0.76021,     0.76173,      0.7629,     0.76402,     0.76477,     0.76552,     0.76627,     0.76708,     0.76791,     0.76874,     0.77161,     0.77382,     0.77552,     0.77855,      0.7791,     0.77968,     0.78026,     0.78084,     0.78447,     0.78945,     0.79115,     0.79452,     0.79592,\n",
              "            0.79728,     0.79787,     0.79847,     0.79906,     0.79965,     0.80018,     0.80062,     0.80106,     0.80149,     0.80193,     0.80236,      0.8057,     0.80762,     0.81073,     0.81167,     0.81221,     0.81275,      0.8133,     0.81384,     0.81561,     0.81709,      0.8175,      0.8179,\n",
              "            0.81831,     0.81871,     0.81912,     0.81952,     0.82003,     0.82073,     0.82143,     0.82213,     0.82315,     0.82543,     0.82914,      0.8303,     0.83146,     0.83211,     0.83272,     0.83334,     0.83395,     0.83462,     0.83627,     0.83766,     0.83817,     0.83867,     0.83918,\n",
              "            0.83969,      0.8402,     0.84052,     0.84027,     0.84002,     0.84065,     0.84135,     0.84205,     0.84274,     0.84297,     0.84281,     0.84264,     0.84262,     0.84363,     0.84465,     0.84564,     0.84624,     0.84685,     0.84746,     0.84807,     0.84868,     0.84953,     0.85039,\n",
              "            0.85125,     0.85175,      0.8514,     0.85201,     0.85302,     0.85402,       0.855,     0.85598,     0.85695,     0.85766,     0.85757,     0.85748,      0.8574,     0.85731,     0.85723,     0.86046,     0.86343,     0.86704,     0.86743,     0.86781,     0.86819,     0.86857,     0.86895,\n",
              "            0.86934,     0.86972,      0.8701,     0.87039,     0.87062,     0.87086,      0.8711,     0.87134,     0.87158,     0.87181,     0.87205,     0.87229,     0.87253,     0.87276,       0.873,     0.87324,     0.87348,     0.88389,     0.88824,     0.89077,     0.89268,     0.89395,     0.89392,\n",
              "            0.89425,     0.89459,     0.89493,     0.89526,      0.8956,     0.89594,     0.89627,     0.89661,     0.89695,      0.8974,     0.89848,     0.89956,     0.90064,     0.90515,     0.90671,     0.90808,     0.90852,     0.90897,     0.90942,     0.90986,     0.91031,     0.91076,      0.9112,\n",
              "            0.91165,      0.9124,     0.91316,     0.91391,     0.91467,      0.9153,     0.91514,     0.91502,     0.91576,     0.91651,     0.91725,       0.918,      0.9187,     0.91867,     0.91863,      0.9186,     0.91857,     0.91854,      0.9185,     0.91847,     0.91844,     0.91841,     0.91837,\n",
              "            0.91835,     0.91834,     0.91832,      0.9183,     0.91828,     0.91826,     0.91825,     0.91823,     0.91821,     0.91819,     0.91817,     0.91816,     0.91814,     0.91812,      0.9181,     0.91809,     0.91807,     0.91805,     0.91807,     0.91926,     0.92045,     0.92164,     0.92216,\n",
              "            0.92258,     0.92299,      0.9234,     0.92381,     0.92422,     0.92463,     0.92504,     0.92545,     0.92593,     0.92646,     0.92698,     0.92751,     0.92803,     0.92856,     0.92908,      0.9295,     0.92962,     0.92975,     0.92987,        0.93,     0.93013,     0.93025,     0.93038,\n",
              "             0.9305,     0.93063,     0.93076,     0.93088,     0.93101,     0.93113,     0.93126,     0.93139,     0.93151,     0.93164,     0.93176,     0.93189,     0.93202,     0.93214,     0.93227,     0.93239,     0.93252,     0.93265,     0.93277,      0.9329,     0.93302,     0.93315,     0.93328,\n",
              "            0.93361,     0.93413,     0.93465,     0.93516,     0.93568,      0.9362,     0.93671,     0.93723,     0.93868,     0.94015,     0.94125,     0.94151,     0.94176,     0.94202,     0.94227,     0.94253,     0.94278,     0.94303,     0.94329,     0.94354,      0.9438,     0.94405,     0.94431,\n",
              "            0.94456,     0.94481,     0.94507,     0.94545,      0.9459,     0.94634,     0.94679,     0.94723,     0.94767,     0.94812,     0.94856,       0.949,     0.94989,     0.95099,      0.9521,     0.95319,     0.95357,     0.95395,     0.95433,     0.95471,     0.95509,     0.95547,     0.95585,\n",
              "            0.95623,     0.95661,     0.95699,     0.96137,     0.96136,     0.96135,     0.96135,     0.96134,     0.96133,     0.96132,     0.96131,     0.96131,      0.9613,     0.96129,     0.96128,     0.96127,     0.96126,     0.96126,     0.96125,     0.96124,     0.96123,     0.96122,     0.96121,\n",
              "            0.96121,     0.96139,     0.96157,     0.96175,     0.96192,      0.9621,     0.96228,     0.96246,     0.96263,     0.96281,     0.96299,     0.96317,     0.96335,     0.96352,      0.9637,     0.96388,     0.96406,     0.96423,     0.96441,     0.96459,     0.96477,     0.96494,     0.96512,\n",
              "             0.9653,      0.9657,     0.96624,     0.96678,     0.96731,     0.96785,     0.96839,     0.96893,     0.96947,     0.96955,     0.96954,     0.96953,     0.96952,      0.9695,     0.96949,     0.96948,     0.96947,     0.96945,     0.96944,     0.96954,     0.96989,     0.97023,     0.97057,\n",
              "            0.97091,     0.97125,      0.9716,     0.97194,     0.97228,     0.97262,     0.97296,      0.9733,     0.97365,     0.97368,     0.97367,     0.97366,     0.97366,     0.97365,     0.97364,     0.97364,     0.97363,     0.97362,     0.97361,     0.97361,      0.9736,     0.97359,     0.97359,\n",
              "            0.97358,     0.97357,     0.97437,     0.97585,     0.97732,     0.97796,     0.97808,     0.97821,     0.97834,     0.97846,     0.97859,     0.97872,     0.97885,     0.97897,      0.9791,     0.97923,     0.97936,     0.97948,     0.97961,     0.97974,     0.97986,     0.97999,     0.98012,\n",
              "            0.98025,     0.98037,      0.9805,     0.98063,     0.98076,     0.98088,     0.98101,     0.98114,     0.98126,     0.98139,     0.98152,     0.98165,     0.98177,      0.9819,     0.98203,     0.98216,     0.98222,     0.98222,     0.98221,     0.98221,     0.98221,      0.9822,      0.9822,\n",
              "             0.9822,     0.98219,     0.98219,     0.98219,     0.98218,     0.98218,     0.98218,     0.98217,     0.98217,     0.98217,     0.98216,     0.98216,     0.98216,     0.98215,     0.98215,     0.98215,     0.98214,     0.98214,     0.98213,     0.98212,     0.98212,     0.98211,      0.9821,\n",
              "             0.9821,     0.98209,     0.98209,     0.98208,     0.98207,     0.98207,     0.98203,     0.98198,     0.98198,     0.98197,     0.98197,     0.98196,     0.98196,     0.98195,     0.98195,     0.98195,     0.98194,     0.98194,     0.98193,     0.98193,     0.98192,     0.98192,     0.98191,\n",
              "            0.98191,     0.98191,      0.9819,     0.98278,      0.9838,     0.98482,     0.98583,     0.98857,      0.9932,     0.99541,     0.99541,     0.99541,      0.9954,      0.9954,      0.9954,      0.9954,     0.99539,     0.99539,     0.99539,     0.99539,     0.99539,     0.99539,     0.99539,\n",
              "            0.99539,     0.99539,     0.99539,     0.99539,     0.99539,     0.99539,     0.99539,     0.99538,     0.99538,     0.99538,     0.99538,     0.99538,     0.99538,     0.99538,     0.99538,     0.99538,     0.99538,     0.99538,     0.99538,     0.99538,     0.99538,     0.99538,     0.99538,\n",
              "            0.99538,     0.99538,     0.99538,     0.99538,     0.99537,     0.99537,     0.99537,     0.99537,     0.99537,     0.99537,     0.99537,     0.99537,     0.99537,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1,\n",
              "                  1,           1,           1,           1,           1,           1,           1,           1,           1,           1,           1]]), 'Confidence', 'Precision'], [array([          0,    0.001001,    0.002002,    0.003003,    0.004004,    0.005005,    0.006006,    0.007007,    0.008008,    0.009009,     0.01001,    0.011011,    0.012012,    0.013013,    0.014014,    0.015015,    0.016016,    0.017017,    0.018018,    0.019019,     0.02002,    0.021021,    0.022022,    0.023023,\n",
              "          0.024024,    0.025025,    0.026026,    0.027027,    0.028028,    0.029029,     0.03003,    0.031031,    0.032032,    0.033033,    0.034034,    0.035035,    0.036036,    0.037037,    0.038038,    0.039039,     0.04004,    0.041041,    0.042042,    0.043043,    0.044044,    0.045045,    0.046046,    0.047047,\n",
              "          0.048048,    0.049049,     0.05005,    0.051051,    0.052052,    0.053053,    0.054054,    0.055055,    0.056056,    0.057057,    0.058058,    0.059059,     0.06006,    0.061061,    0.062062,    0.063063,    0.064064,    0.065065,    0.066066,    0.067067,    0.068068,    0.069069,     0.07007,    0.071071,\n",
              "          0.072072,    0.073073,    0.074074,    0.075075,    0.076076,    0.077077,    0.078078,    0.079079,     0.08008,    0.081081,    0.082082,    0.083083,    0.084084,    0.085085,    0.086086,    0.087087,    0.088088,    0.089089,     0.09009,    0.091091,    0.092092,    0.093093,    0.094094,    0.095095,\n",
              "          0.096096,    0.097097,    0.098098,    0.099099,      0.1001,      0.1011,      0.1021,      0.1031,      0.1041,     0.10511,     0.10611,     0.10711,     0.10811,     0.10911,     0.11011,     0.11111,     0.11211,     0.11311,     0.11411,     0.11512,     0.11612,     0.11712,     0.11812,     0.11912,\n",
              "           0.12012,     0.12112,     0.12212,     0.12312,     0.12412,     0.12513,     0.12613,     0.12713,     0.12813,     0.12913,     0.13013,     0.13113,     0.13213,     0.13313,     0.13413,     0.13514,     0.13614,     0.13714,     0.13814,     0.13914,     0.14014,     0.14114,     0.14214,     0.14314,\n",
              "           0.14414,     0.14515,     0.14615,     0.14715,     0.14815,     0.14915,     0.15015,     0.15115,     0.15215,     0.15315,     0.15415,     0.15516,     0.15616,     0.15716,     0.15816,     0.15916,     0.16016,     0.16116,     0.16216,     0.16316,     0.16416,     0.16517,     0.16617,     0.16717,\n",
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              "            0.93697,     0.93697,     0.93697,     0.93697,     0.93697,     0.93697,     0.93697,     0.93697,     0.93697,     0.93697,     0.93697,     0.93697,     0.93697,     0.93697,     0.93697,     0.93697,     0.93697,     0.93697,     0.93697,     0.93697,     0.93697,     0.93697,     0.93697,\n",
              "            0.93697,     0.93697,     0.93697,     0.93697,     0.93697,     0.93697,     0.93697,     0.93697,     0.93697,     0.93665,     0.93625,     0.93585,     0.93545,     0.93505,     0.93465,     0.93424,     0.93384,     0.93344,     0.93304,     0.93277,     0.93277,     0.93277,     0.93277,\n",
              "            0.93277,     0.93277,     0.93277,     0.93277,     0.93277,     0.93277,     0.93277,     0.93277,     0.93277,     0.93254,     0.93229,     0.93203,     0.93177,     0.93152,     0.93126,       0.931,     0.93074,     0.93049,     0.93023,     0.92997,     0.92972,     0.92946,      0.9292,\n",
              "            0.92894,     0.92869,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,\n",
              "            0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92857,     0.92849,     0.92831,     0.92813,     0.92795,     0.92777,     0.92759,     0.92741,\n",
              "            0.92723,     0.92705,     0.92687,     0.92669,     0.92651,     0.92633,     0.92615,     0.92597,     0.92579,     0.92561,     0.92544,     0.92526,     0.92508,      0.9249,     0.92472,     0.92454,     0.92435,     0.92402,     0.92369,     0.92336,     0.92302,     0.92269,     0.92236,\n",
              "            0.92203,      0.9217,     0.92137,     0.92104,     0.92071,     0.92037,     0.91854,     0.91587,     0.91565,     0.91542,     0.91519,     0.91497,     0.91474,     0.91451,     0.91429,     0.91406,     0.91383,     0.91361,     0.91338,     0.91315,     0.91293,      0.9127,     0.91247,\n",
              "            0.91225,     0.91202,     0.91179,     0.91176,     0.91176,     0.91176,     0.91176,     0.91176,     0.91176,     0.91148,     0.91094,      0.9104,     0.90987,     0.90933,     0.90879,     0.90825,     0.90771,     0.90749,     0.90739,     0.90729,     0.90719,      0.9071,       0.907,\n",
              "             0.9069,      0.9068,      0.9067,      0.9066,      0.9065,      0.9064,      0.9063,      0.9062,     0.90611,     0.90601,     0.90591,     0.90581,     0.90571,     0.90561,     0.90551,     0.90541,     0.90531,     0.90521,     0.90512,     0.90502,     0.90492,     0.90482,     0.90472,\n",
              "            0.90462,     0.90452,     0.90442,     0.90432,     0.90422,     0.90413,     0.90403,     0.90393,     0.90383,     0.90373,     0.90363,     0.90353,     0.90343,     0.90334,     0.90327,     0.90321,     0.90314,     0.90307,     0.90301,     0.90294,     0.90287,      0.9028,     0.90274,\n",
              "            0.90267,      0.9026,     0.90253,     0.90247,      0.9024,     0.90233,     0.90227,      0.9022,     0.90213,     0.90206,       0.902,     0.90193,     0.90186,     0.90179,     0.90173,     0.90166,     0.90159,     0.90153,     0.90146,     0.90139,     0.90132,     0.90126,     0.90119,\n",
              "            0.90112,     0.90105,     0.90099,     0.90092,     0.90085,     0.90079,     0.90072,     0.90065,     0.90058,     0.90052,     0.90045,     0.90038,     0.90031,     0.90025,     0.90018,     0.90011,     0.90004,     0.89998,     0.89991,     0.89984,     0.89978,     0.89971,     0.89964,\n",
              "            0.89957,     0.89951,     0.89944,     0.89937,      0.8993,     0.89924,     0.89917,     0.89875,     0.89828,      0.8978,     0.89732,     0.89684,     0.89636,     0.89588,     0.89541,      0.8949,     0.89394,     0.89298,     0.89202,     0.89107,     0.88882,     0.88651,     0.88632,\n",
              "            0.88613,     0.88594,     0.88575,     0.88556,     0.88537,     0.88517,     0.88498,     0.88479,      0.8846,     0.88441,     0.88422,     0.88403,     0.88383,     0.88364,     0.88345,     0.88326,     0.88307,     0.88288,     0.88269,     0.88249,     0.88213,     0.88127,     0.88041,\n",
              "            0.87954,     0.87868,     0.87803,     0.87771,     0.87739,     0.87707,     0.87675,     0.87643,     0.87611,      0.8758,     0.87548,     0.87516,     0.87484,     0.87452,      0.8742,     0.86956,      0.8687,     0.86784,     0.86698,     0.86612,     0.86266,      0.8603,     0.85907,\n",
              "            0.85784,     0.85201,     0.84986,     0.84844,     0.84783,     0.84721,      0.8466,     0.84598,     0.84537,     0.84475,     0.84173,      0.8395,     0.83827,     0.83704,     0.83608,     0.83589,     0.83569,      0.8355,      0.8353,      0.8351,     0.83491,     0.83471,     0.83452,\n",
              "            0.83432,     0.83413,     0.83393,     0.83373,     0.83354,     0.83334,     0.83315,     0.83295,     0.83276,     0.83256,     0.83236,     0.83217,     0.83197,     0.83124,     0.83038,     0.82952,     0.82866,      0.8278,     0.82315,     0.82274,     0.82233,     0.82192,     0.82151,\n",
              "             0.8211,     0.82069,     0.82028,     0.81987,     0.81946,     0.81367,     0.81151,     0.80936,     0.80721,     0.80505,      0.8029,     0.79477,      0.7887,     0.78726,     0.78583,     0.77992,      0.7782,     0.77592,     0.77308,     0.77165,     0.77021,     0.76864,     0.76577,\n",
              "            0.75928,     0.75609,     0.75575,     0.75542,     0.75509,     0.75476,     0.75443,      0.7541,     0.75377,     0.75344,      0.7531,     0.75277,     0.75244,     0.75211,      0.7515,     0.75089,     0.75027,     0.74966,     0.74904,     0.74843,     0.74668,     0.74182,     0.73447,\n",
              "            0.73083,      0.7296,     0.72837,     0.72714,     0.72551,     0.72379,     0.72113,     0.71682,     0.70949,     0.70806,     0.70662,     0.70505,     0.70333,     0.70158,     0.69943,     0.69721,     0.69434,      0.6926,     0.69152,     0.69045,     0.68937,     0.68751,     0.68535,\n",
              "            0.68153,      0.6757,     0.67475,     0.67379,     0.67283,      0.6705,     0.66432,     0.65762,     0.65547,     0.65108,     0.64476,     0.63818,     0.63731,     0.63645,     0.63559,     0.63473,      0.6244,     0.61983,     0.61557,     0.60848,     0.60561,     0.60159,     0.59847,\n",
              "            0.59508,      0.5891,     0.57208,      0.5666,     0.56517,     0.56373,     0.56083,     0.55653,     0.54802,     0.54371,     0.53259,     0.52397,     0.51818,     0.51388,     0.49907,     0.49372,     0.48511,     0.47396,     0.47109,      0.4604,     0.45825,     0.44847,      0.4456,\n",
              "            0.42901,      0.4204,     0.40697,     0.40574,      0.4045,     0.39885,     0.39455,     0.38604,     0.37784,     0.37569,     0.36809,     0.35527,      0.3435,     0.33804,     0.32648,     0.31797,      0.3122,     0.29885,     0.29455,     0.27376,     0.27045,     0.26073,     0.25212,\n",
              "             0.2309,     0.21808,     0.21188,     0.20506,     0.19644,     0.18425,     0.17922,      0.1706,     0.15779,     0.15337,     0.14591,     0.14035,     0.11913,     0.11408,    0.095854,    0.093701,    0.091251,     0.08838,     0.08619,    0.084037,    0.075531,    0.071225,    0.067021,\n",
              "            0.06415,    0.054362,    0.052209,    0.048961,    0.045044,    0.043321,    0.039926,     0.03619,    0.034036,    0.032229,    0.030506,    0.028626,    0.026473,    0.024765,    0.023688,    0.022611,    0.021535,    0.020128,    0.018405,     0.01675,    0.015967,    0.015184,    0.014401,\n",
              "           0.013618,    0.012835,    0.010576,   0.0063088,           0,           0,           0,           0,           0,           0,           0,           0,           0,           0,           0,           0,           0,           0,           0,           0,           0,           0,           0,\n",
              "                  0,           0,           0,           0,           0,           0,           0,           0,           0,           0,           0]]), 'Confidence', 'Recall']]\n",
              "fitness: 0.8154529970711661\n",
              "keys: ['metrics/precision(B)', 'metrics/recall(B)', 'metrics/mAP50(B)', 'metrics/mAP50-95(B)']\n",
              "maps: array([    0.79695])\n",
              "names: {0: 'car'}\n",
              "plot: True\n",
              "results_dict: {'metrics/precision(B)': 0.9787188537041044, 'metrics/recall(B)': 0.9285714285714286, 'metrics/mAP50(B)': 0.9819861795819685, 'metrics/mAP50-95(B)': 0.7969493101255214, 'fitness': 0.8154529970711661}\n",
              "save_dir: PosixPath('/content/runs/exp')\n",
              "speed: {'preprocess': 0.3805708757696305, 'inference': 3.326954051135058, 'loss': 0.000581384342621992, 'postprocess': 7.817556513822014}\n",
              "task: 'detect'"
            ]
          },
          "metadata": {},
          "execution_count": 15
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from ultralytics import YOLO\n",
        "import matplotlib.pyplot as plt\n",
        "import seaborn as sns\n",
        "import cv2\n",
        "\n",
        "# 학습된 모델 로드\n",
        "model = YOLO('/content/runs/exp/weights/best.pt')\n",
        "\n",
        "# 검증 데이터셋 설정 (예: coco128.yaml 파일)\n",
        "validation_data = '/content/roboflow/data.yaml'\n",
        "\n",
        "# 모델 검증\n",
        "metrics = model.val(data=validation_data)\n",
        "\n",
        "# 성능 지표 출력\n",
        "# 'Precision' = 정확도\n",
        "#  => 'Precision'은 모델이 예측한 객체 중 실제로 올바르게 예측된 객체의 비율을 의미\n",
        "# 'Recall' = 재현율\n",
        "#  => 'Recall'은 실제 객체 중 모델이 올바르게 검출한 객체의 비율을 의미\n",
        "# 'mAP@0.5' = Mean Average Precision (IoU=0.5에서의 mAP)\n",
        "# 'mAP@0.5:0.95' = Mean Average Precision (IoU=0.5에서 0.95까지의 mAP)\n",
        "#  => 'mAP'는 객체 검출 모델의 성능을 평가하는 대표적인 지표로,\n",
        "#      해당 값을 통해 모델의 성능을 판별할 수 있음. (높을수록 학습이 잘 된 모델)\n",
        "\n",
        "precision = metrics.box.p\n",
        "recall = metrics.box.r\n",
        "map_50 = metrics.box.map50\n",
        "map_50_95 = metrics.box.map\n",
        "\n",
        "print(f\"Precision: {precision}\")\n",
        "print(f\"Recall: {recall}\")\n",
        "print(f\"mAP@0.5: {map_50}\")\n",
        "print(f\"mAP@0.5:0.95: {map_50_95}\")\n",
        "\n",
        "metrics.confusion_matrix.matrix\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "FuJNpfuF7iTj",
        "outputId": "4ea13776-8446-4bc9-956d-94ab828df861"
      },
      "execution_count": 47,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Ultralytics YOLOv8.2.55 🚀 Python-3.10.12 torch-2.3.0+cu121 CUDA:0 (Tesla T4, 15102MiB)\n",
            "YOLOv8n summary (fused): 168 layers, 3,005,843 parameters, 0 gradients, 8.1 GFLOPs\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\u001b[34m\u001b[1mval: \u001b[0mScanning /content/roboflow/valid/labels.cache... 187 images, 0 backgrounds, 0 corrupt: 100%|██████████| 187/187 [00:00<?, ?it/s]\n",
            "/usr/lib/python3.10/multiprocessing/popen_fork.py:66: RuntimeWarning: os.fork() was called. os.fork() is incompatible with multithreaded code, and JAX is multithreaded, so this will likely lead to a deadlock.\n",
            "  self.pid = os.fork()\n",
            "                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100%|██████████| 12/12 [00:07<00:00,  1.66it/s]\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                   all        187        238      0.979      0.929      0.982      0.796\n",
            "Speed: 0.6ms preprocess, 6.3ms inference, 0.0ms loss, 6.2ms postprocess per image\n",
            "Results saved to \u001b[1mruns/detect/val23\u001b[0m\n",
            "Precision: [    0.97875]\n",
            "Recall: [    0.92857]\n",
            "mAP@0.5: 0.982032413254485\n",
            "mAP@0.5:0.95: 0.7958917054224899\n"
          ]
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "array([[        225,          20],\n",
              "       [         13,           0]])"
            ]
          },
          "metadata": {},
          "execution_count": 47
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "pwd"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "id": "PBzc_U8HJC6L",
        "outputId": "05f88112-cb82-4141-c204-174608a1bb68"
      },
      "execution_count": 49,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "'/content'"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "string"
            }
          },
          "metadata": {},
          "execution_count": 49
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "cd /content/runs/detect"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "QT7HQd61JHpU",
        "outputId": "742de1f8-83c2-4f19-d313-95eb0b0147c6"
      },
      "execution_count": 50,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/runs/detect\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import locale\n",
        "locale.getpreferredencoding = lambda: \"UTF-8\"\n",
        "\n",
        "!pip install pillow"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "pCOckjMMJ4kL",
        "outputId": "d1c76dd0-def8-4094-b2cc-b8442d75963f"
      },
      "execution_count": 58,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Requirement already satisfied: pillow in /usr/local/lib/python3.10/dist-packages (9.4.0)\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!ls"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "q3QKr21KKEdX",
        "outputId": "68fbd293-7246-497b-e836-12c6c20915cb"
      },
      "execution_count": 60,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "val    val11  val13  val15  val17  val19  val20  val22\tval3  val5  val7  val9\n",
            "val10  val12  val14  val16  val18  val2   val21  val23\tval4  val6  val8\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "cd val23/"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "G6BmYEemKJaL",
        "outputId": "48a35941-198f-4c0a-bfc8-b11d11ed4415"
      },
      "execution_count": 61,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/runs/detect/val23\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!ls"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Gr_DFjoRKMz5",
        "outputId": "df03f4d9-9ee0-40fe-a6e8-50e0dee3d22f"
      },
      "execution_count": 62,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "confusion_matrix_normalized.png  P_curve.png   val_batch0_labels.jpg  val_batch1_pred.jpg\n",
            "confusion_matrix.png\t\t PR_curve.png  val_batch0_pred.jpg    val_batch2_labels.jpg\n",
            "F1_curve.png\t\t\t R_curve.png   val_batch1_labels.jpg  val_batch2_pred.jpg\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from PIL import Image\n",
        "import matplotlib.pyplot as plt\n",
        "\n",
        "# 이미지 파일 경로 설정 (예: 'example.jpg')\n",
        "image_path = 'val_batch2_labels.jpg'\n",
        "\n",
        "# 이미지 열기\n",
        "img = Image.open(image_path)\n",
        "\n",
        "# 이미지 표시\n",
        "plt.imshow(img)\n",
        "plt.axis('off')  # 축 숨기기\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 406
        },
        "id": "SeT-Kw4GKA9Z",
        "outputId": "e1194ede-a3cc-48e2-e721-aff5484bb959"
      },
      "execution_count": 64,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    }
  ]
}