/YOLOv8-DeepSORT-Object-Tracking

The project aims to detect and count people moving from right to left or vice versa in a video.

Primary LanguagePython

People Detection and Tracking in Video using YOLOv8 and DeepSORT with Left to Right Counting

Steps to run Code

  • Create a new conda environment with Python 3.8 and activate this environment
conda create -n yolov8 python=3.8
conda activate yolov8
  • Clone the repository
git clone https://github.com/oguzcanbekar/YOLOv8-DeepSORT-Object-Tracking.git
  • Goto the cloned folder.
cd YOLOv8-DeepSORT-Object-Tracking
  • Install the dependecies
pip install -e '.[dev]'
  • Setting the Directory.
cd ultralytics/yolo/v8/detect
  • For yolov8 object detection + Tracking + People Counting
python predict.py model=yolov8l.pt source="PETS09-S2L2-raw.mp4" show=True

RESULTS

  • The result video is saved to /runs/detect/train/