YOLOv8 Object Detection with DeepSORT Tracking(ID + Trails)
- Clone the repository
git clone https://github.com/noorkhokhar99/YOLOv8-Object-Detection-with-DeepSORT-Tracking.git
- Goto cloned folder
cd YOLOv8-Object-Detection-with-DeepSORT-Tracking
- Install the ultralytics package
pip install ultralytics==8.0.0
- Setting the Directory.
cd yolo/v8/detect
-
Copy deep_sort_pytorch folder and place the deep_sort_pytorch folder into the yolo/v8/detect folder
-
Do Tracking with mentioned command below
# video file
python tracking_vehicle_counting.py model=yolov8l.pt source="test.mp4" show=True
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