8000 [Feature] Support DETRs with Hybrid Matching by okotaku · Pull Request #8655 · open-mmlab/mmdetection · GitHub
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[Feature] Support DETRs with Hybrid Matching #8655

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[Feature] Support DETRs with Hybrid Matching #8655

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okotaku
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@okotaku okotaku commented Aug 29, 2022

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.

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CLAassistant commented Aug 29, 2022 •
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CLA assistant check
All committers have signed the CLA.

@ZwwWayne ZwwWayne requested a review from jshilong August 29, 2022 07:14
@ZwwWayne ZwwWayne added this to the 2.26.1 milestone Aug 29, 2022
@RangiLyu RangiLyu added the v-2.x label Aug 30, 2022
jshilong
jshilong reviewed Aug 30, 2022
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configs/h_deformable_detr/deformable_detr_r50_trick_1x_coco.py Outdated
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_base_ = [
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Would you mind making the original two-stage deformable-detr as base then we can notice all modifications which indicate the tricks

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jshilong commented Aug 30, 2022 •
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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

@PkuRainBow
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@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!

@okotaku
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okotaku commented Sep 20, 2022

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

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planned feature v-2.x
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