Poor performance with res50-simdr

leeyegy / SimCC

[ECCV'2022 Oral] PyTorch implementation for: SimCC: a Simple Coordinate Classification Perspective for Human Pose Estimation (http://arxiv.org/abs/2107.03332). Old name: SimDR

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Poor performance with res50-simdr #8

Closed SatMa34 closed 2 years ago

SatMa34 commented 2 years ago

Hi, thanks for your brilliant work! I have used provided yaml file to train SimBa-Res50-SimDR with input resolution set to 64*64, and the result is as follows:

The AP is only 35.4, much lower than 40.8 mentioned in the paper, did i miss something?

SatMa34 commented 2 years ago

Probably because i didn't use the imagenet pretrained model, doing the experiment right now

leeyegy commented 2 years ago

Yes, the pretrained model helps improve the results, which is also widely-adopted by lots of work in this area(e.g., HRNet, SimpleBasline, etc.). You may have a try.