Please download YOLOX weight and reid network weight before use. The ownership weight is in (https://pan.baidu.com/s/1H3LH7k2XLLcWiIRxks0DCg?pwd=ly83)
The yolox folder contains the relevant code under YOLOX target tracking, the exp file under yolox is the model related configuration, the weights under yolox need to be placed in the relevant weight file, and the dataset folder under yolox needs to be placed in the picture sequence or video to be detected and tracked
In the tracker folder, there are contents related to the bytetrack algorithm. The FDBTrack folder contains the related content of the bytetrack algorithm
This code can be run once through the main.py file. The parameter configuration of this code is defined in main.py and can be modified by yourself.
| Dataset | MOTA | IDF1 | HOTA | FP | FN | IDs | matching speed (FPS) |
|---|---|---|---|---|---|---|---|
| MOT17 | 79.0 | 77.5 | 62.8 | 19383 | 96840 | 2394 | 46.3 |
| MOT20 | 75.9 | 75.9 | 62.0 | 21423 | 101874 | 1452 | 11.9 |