/yolov8-object-tracking

Primary LanguagePython

yolov8-object-tracking

Features

  • Object Tracks
  • Different Color for every track
  • Video/Image/WebCam/External Camera/IP Stream Supported

Steps to run Code

  • Clone the repository
git clone https://github.com/noorkhokhar99/yolov8-object-tracking.git
  • Goto cloned folder
cd yolov8-object-tracking
  • Install the ultralytics package
pip install ultralytics==8.0.0
  • Do Tracking with mentioned command below
#video file
python yolo/v8/detect/detect_and_trk.py  model=yolov8m.pt source="test.mp4" model=yolov8m.pt show=True

#imagefile
python yolo/v8/detect/detect_and_trk.py model=yolov8m.pt source="path to image" model=yolov8m.pt

#Webcam
ppython yolo/v8/detect/detect_and_trk.py model=yolov8m.pt source=0 model=yolov8m.pt show=True

#External Camera
python yolo/v8/detect/detect_and_trk.py model=yolov8m.pt source=1 model=yolov8m.pt show=True
  • Output file will be created in the working-dir/runs/detect/obj-tracking with original filename

Results

YOLOv8s Object Tracking

References

If you find my videos useful, I would love your support on Pyresearch: https://www.youtube.com/c/Pyresearch