mmdetection
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[Feature] Support DETRs with Hybrid Matching
Motivation
DETRs with Hybrid Matching official repo
Result
Backbone | Model | Lr schd | box AP |
---|---|---|---|
R-50 | Deformable DETR + trick | 1x | 47.1 |
R-50 | DETRs with Hybrid Matching | 1x | 48.6 |
Checklist
- Pre-commit or other linting tools are used to fix the potential lint issues.
- The modification is covered by complete unit tests. If not, please add more unit test to ensure the correctness.
- If the modification has potential influence on downstream projects, this PR should be tested with downstream projects, like MMDet or MMCls.
- The documentation has been modified accordingly, like docstring or example tutorials.
Thanks for your great work! You may have found PRs about DINO, Conditional DETR, and DAB-DETR. We will discuss the sequence of this pr and DINO and will keep you informed, thank you again for your contribution
@okotaku Thanks a lot for your help in creating PR for our HDETR!
It would be great if you could check our latest repo based on MMdetection:
https://github.com/HDETR/H-Deformable-DETR-mmdet/tree/mmdetection-with-plug-in
We would really appreciate your efforts if you could help migrate the complete implementations and pre-trained checkpoints!
@PkuRainBow Thank you for your sharing! It sounds good. I will try it after refactoring of DETRs.