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Detections with tracking and counting using virtual line counter, with yolov8, Bytetrack and supervision

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rain2108/YOLO_ByteTrack

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YOLO_ByteTrack

This program does the counting of the vehicles from the source video using YOLOv8 detection and Tracking vehicles using ByteTrack

Steps

  1. Clone the repository:

    git clone https://github.com/rain2108/YOLO_ByteTrack.git
  2. Install dependencies:

    pip install ultralytics
    pip install supervision
  3. Run the app:

    python main.py --source_weights_path <yolo_weights> --source_video_path <video_path> --target_video_path <result_path> --confidence_threshold 0.1

OUTPUT

traffic_pbl_res.mp4

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Detections with tracking and counting using virtual line counter, with yolov8, Bytetrack and supervision

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