Regional-Detection

Yolov5 + Deepsort + Regional detection for regional detection and tracking

For the environments:

pip install -r requirements.txt

If you want to use regional detection on video with tracking:

The default weight is yolov5/weights/yolov5s.pt you can change it by add --yolo_weights xxx.pt

run python RegionDetect.py --source xxx.mp4 --show-vid for video detection

run python RegionDetect.py --source 0 --show-vid for stream detection use your own camera

For saving the results: run python RegionDetect.py --source xxx.mp4 --show-vid --save-vid for video detection

run python RegionDetect.py --source 0 --show-vid --save-vid for stream detection use your own camera

The results are saved in inference/

If you want to change the detection region, go to RegionDetect.py line 96 to change the four points.

If you only want to use regional detection on image/video without tracking:

Go to yolov5/:

The default weight is yolov5s.pt you can change it by add --weights xxx.pt like:
python detect.py --source data/images --weights xxx.pt

run python detect.py --source data/images for image detection

run python detect.py --source xxx.mp4 for video detection

run python detect.py --source 0 for stream detection use your own camera

The results are saved in yolov5/results/

If you want to change the detection region, go to detect.py line 96 to change the four points.