A high level API for detecting and tracking people.
Project description
Person Detector
Highly performant, and accurate, real-time person tracking with YOLOv10 and ByteTrack
Command-Line Interface
Clone repo and navigate to project directory
git clone git@github.com:k3y5tr0k3/person-detector.git && cd person-detector
Install requirements
pip install -r requirements.txt
Example usage
Detections from Image
python -m src.main --image 'path/to/image.jpg' --detection --show
Detections from Video
python -m src.main --video 'path/to/video.mp4' --detection --show
Trajectory Tracking from Video
python -m src.main -video 'path/to/video.mp4' --tracking --show
For more info, use the help flag
python -m src.main --help
Utility Functions
Convert video to images
python -m src.main --video2images 'path/to/video.mp4
Generate Developer Documentation (Optional)
pdoc ./src
Performance
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