PD-Fast-Yolo

This project is a plate detection for iranian number plates and uses yolo 7 with fastapi and uvicorn as a webserver.

results

Detail About The Project

plate detection works pretty good with most of the car pics but I used EasyOCR for the read the plates and it's not good but im working on a persian ocr model. the project idea all comes from "https://www.youtube.com/watch?v=bgAUHS1Adzo" Maryam Sadeghi

Get Start With Project

1. After Clone the project create a virtual env with this command "python -m venv venv"
2. activate it by this command ".\venv\Scripts\activate"
3. go to the yolo7 folder "cd yolo7"
4. install the packages "pip install -r requirements.txt"
5. run the project "uvicorn main:app --reload"
6. open the browser and go to this URL "http://127.0.0.1:8000/docs"