/YOLOv8-Object-Detection-with-DeepSORT-Tracking

Primary LanguageJupyter Notebook

YOLOv8-Object-Detection-with-DeepSORT-Tracking

Features

YOLOv8 Object Detection with DeepSORT Tracking(ID + Trails)

Steps to run Code

  • 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

Results

YOLOv8-Object-Detection-with-DeepSORT-Tracking

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