williams9438/yolov8-object-tracking2

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

• https://github.com/abewley/sort
• https://github.com/ultralytics/ultralytics

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