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SIAnalytics / RHINO

Official implementation of the paper "Hausdorff Distance Matching with Adaptive Query Denoising for Rotated Detection Transformer"
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Can you provide the config file for rotated dab-detr? #1

Closed kouyuanbo closed 3 months ago

kouyuanbo commented 3 months ago

Thanks for the great work!Recently,I attempt to code the rotated dab-detr, but the training result is so bad, such as the first epoch on dotav1, the ap is 0. In this repository,there is the code for rotated dab-detr, but the result of dab-detr is not in the paper.And there is no config for dab-detr.I want to check what's wrong with my code recording to this repo.Could you provide the config file for rotated dab-detr?

kouyuanbo commented 3 months ago

I use the code in this repo and try to train dab-detr with the config file writen by myself.But I got the similar result.Like after the first epoch,the ap is 0.

kouyuanbo commented 3 months ago

image

nijkah commented 3 months ago

@kouyuanbo Thank you for your interest in our work. After reproducing the Rotated Deformable-DETR baseline, we attempted to reproduce the rotated versions of DAB-DETR and DINO in parallel. While we succeeded in implementing the rotated version of DINO, we were unsuccessful with DAB-DETR. The main reason is that DAB-DETR contains miscellaneous technical details such as modulated width & height cross-attention, making it difficult to fully integrate the rotated anchors. Therefore, we decided to focus on the rotated DINO.

kouyuanbo commented 3 months ago

@kouyuanbo Thank you for your interest in our work. After reproducing the Rotated Deformable-DETR baseline, we attempted to reproduce the rotated versions of DAB-DETR and DINO in parallel. While we succeeded in implementing the rotated version of DINO, we were unsuccessful with DAB-DETR. The main reason is that DAB-DETR contains miscellaneous technical details such as modulated width & height cross-attention, making it difficult to fully integrate the rotated anchors. Therefore, we decided to focus on the rotated DINO.

@nijkah Thanks a lot for your reply!Your reply answer the question which has been confusing me for a long time.