What's New
- Rebuild cleaner config files for projects
- Support H-Deformable-DETR, thanks a lot for @JiaDingCN
- Release H-Deformable-DETR pretrained weights including
H-Deformable-DETR-R50, H-Deformable-DETR-Swin-Tiny, H-Deformable-DETR-Swin-Large.
- Add demo for visualizing customized input images or videos using pretrained weights in demo, please check our documentation about the usage.
- Release new baselines for
DINO-Swin-Large-36ep, DAB-Deformable-DETR-R50-50ep, DAB-Deformable-DETR-Two-Stage-50ep.
New Pretrained Models
All the pretrained weights can be downloaded in detrex Model Zoo
H-Deformable-DETR
| Method |
Pretrained |
Epochs |
Query Num |
Box AP |
| H-Deformable-DETR-R50 + tricks |
IN1k |
12 |
300 |
48.9 |
| H-Deformable-DETR-R50 + tricks |
IN1k |
36 |
300 |
50.3 |
| H-Deformable-DETR-Swin-T + tricks |
IN1k |
12 |
300 |
50.6 |
| H-Deformable-DETR-Swin-T+ tricks |
IN1k |
36 |
300 |
53.5 |
| H-Deformable-DETR-Swin-L + tricks |
IN22k |
12 |
300 |
56.2 |
| H-Deformable-DETR-Swin-L + tricks |
IN22k |
36 |
300 |
57.5 |
| H-Deformable-DETR-Swin-L + tricks |
IN22k |
12 |
900 |
56.4 |
| H-Deformable-DETR-Swin-L + tricks |
IN22k |
36 |
900 |
57.7 |
DINO
| Method |
Pretrained |
Epochs |
Box AP |
| DINO-R50-4Scale-12ep |
IN1k |
12 |
49.2 |
DAB-Deformable-DETR
| Method |
Pretrained |
Epochs |
Box AP |
| DAB-Deformable-DETR-R50 |
IN1k |
50 |
49.0 |
| DAB-Deformable-DETR-R50-Two-Stage |
IN1k |
50 |
49.7 |
