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

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