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[Feature] Support DETRs with Hybrid Matching

Open okotaku opened this issue 2 years ago • 4 comments

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

  1. Pre-commit or other linting tools are used to fix the potential lint issues.
  2. The modification is covered by complete unit tests. If not, please add more unit test to ensure the correctness.
  3. If the modification has potential influence on downstream projects, this PR should be tested with downstream projects, like MMDet or MMCls.
  4. The documentation has been modified accordingly, like docstring or example tutorials.

okotaku avatar Aug 29 '22 03:08 okotaku

CLA assistant check
All committers have signed the CLA.

CLAassistant avatar Aug 29 '22 03:08 CLAassistant

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

jshilong avatar Aug 30 '22 04:08 jshilong

@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 avatar Sep 19 '22 15:09 PkuRainBow

@PkuRainBow Thank you for your sharing! It sounds good. I will try it after refactoring of DETRs.

okotaku avatar Sep 20 '22 04:09 okotaku