This repository is intended to be the second module of FaceCounter project (people counting and tracking)
From CMD:
py -m venv venv
venv\Scripts\activate.bat
python -m pip install -r requirements.txt
python3 -m venv venv
source venv/bin/activate
python -m pip install -r requirements.txt
From Python Venv:
python -m pip freeze > requirements.txt
python haar_cascade_classifier.py --source dataset/maia.mp4 --processed-frame-preview
Press ESC to exit
| short arg | arg | action |
|---|---|---|
| -h | --help | Show help message and exit |
| --model MODEL | Cascade classifier model name | |
| --source SOURCE | Camera number or video filename | |
| --image IMAGE | Image filename | |
| --processed-frame-preview | Show the preview of processed frame |
Original video's size is Full HD
| Description | MIN [s] | MAX [s] | AVG [s] |
|---|---|---|---|
| Grayscale + hist equalization | 0.80 | 1.90 | 1.61 |
| previous + downscale to VGA resolution | 0.22 | 0.22 | 0.11 |
| scaleFactor = 1.2 | 0.13 | 0.13 | 0.07 |