Adding my new modules on Darknet has a lot of trouble to do,then i implement a full-edition yolov3 with many tricks on Pytorch
| mAP | Car | Person | bike | |
|---|---|---|---|---|
| Official Baseline | 74.3% | 85.6% | 79.4% | 58.0% |
| Ours | 77.0% | 89.2% | 80.1% | 61.9% |
- Focal loss
- GIOU loss
- CIOU loss
- Smooth L1 loss
- Soft NMS
- And NMS
- Merge NMS
- PANet
- Mosaic
- CutOut
- CutMix
- RandomFlip
- Mish