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/