- Detector
I use my FreeYOLO as the detector, which is only pretrained on CrowdHuman dataset.
Model | Scale | AP | AP50 | Weight |
---|---|---|---|---|
FreeYOLO-Nano | 640 | 31.3 | 67.2 | github |
FreeYOLO-Tiny | 640 | 34.7 | 70.4 | github |
FreeYOLO-Large | 640 | 43.1 | 76.5 | github |
FreeYOLO-Huge | 640 |
- Tracker
I use the simple and strong ByteTrack as the tracker.
- images tracking
python demo.py --mode image \
--path_to_img path/to/images/ \
--detector yolo_free_tiny \
--tracker byte_tracker \
--img_size 640 \
--cuda \
--show
- video tracking
python demo.py --mode video \
--path_to_img path/to/video/ \
--detector yolo_free_tiny \
--tracker byte_tracker \
--img_size 640 \
--cuda \
--show
- camera tracking
python demo.py --mode camera \
--detector yolo_free_tiny \
--tracker byte_tracker \
--img_size 640 \
--cuda \
--show