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People Detection and Tracking in Video using YOLOv8 and DeepSORT with Left to Right Counting"

Steps to run Code

  • Clone the repository
git clone https://github.com/oguzcanbekar/YOLOv8-DeepSORT-Object-Tracking.git
  • Goto the cloned folder.
cd YOLOv8-DeepSORT-Object-Tracking
  • Install the dependecies
pip install -e '.[dev]'
  • Setting the Directory.
cd ultralytics/yolo/v8/detect
  • For yolov8 object detection + Tracking + Vehicle Counting
python predict.py model=yolov8l.pt source="test3.mp4" show=True

RESULTS

  • The result video is saved to /runs/detect/train/