[2022/1/7]
- Update yolov5 base version to Releases v6.0.
- Rebuild the obb-label pre/post-process code. That means Faster and Stronger in training/validation/testing.
| Model | Training Dataset | BatchSize | epochs | GPU | Time Cost | OBB mAPtest @0.5 |
fps |
|---|---|---|---|---|---|---|---|
| yolov5m-old | DOTAv1.5train_subsize1024_gap200_rate1.0 | 75 | 300 | 2080Ti | 96h | 68.36 | 20 |
| yolov5m-new | DOTAv1.5train_subsize1024_gap200_rate1.0 | 75 | 300 | 2080Ti | 15h | 73.19 | 59 |
- Some Bugs Fixed.
| Bug | Fixed | Describe |
|---|---|---|
| Don't support validation | ✔ | Support hbb validation in training, which is faster than obb validation |
| Don't support single class training | ✔ | But it will get weaker results than 'nc=2' |
| Image must meets Height=Width | ✔ | - |
- support obb_nms gpu version.