Steps to run Code

• Install the dependecies

pip install -e '.[dev]'

• Setting the Directory.

cd ultralytics/yolo/v8/detect

• Put your video or image into ultralytics\yolo\v8\detect\demo
• Run YOLOv8 Vehicle Tracking & Counting

python predict.py model=yolov8x.pt imgsz=1280 conf=0.8 source=demo/test.mp4

Result

Vehicles Detection, Tracking and Counting