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Replicate experiments for W48

Open bmartacho opened this issue 3 years ago • 3 comments

Thanks for sharing your work.

I was able to replicate your results using the w32 weights for COCO, but when using the w48 model, the model doesn't perform over 40% mAP with the pre-trained weights or trying to re-train it. Do you have other correct weights for it or should I use a different protocol for training?

Thank you

bmartacho avatar Oct 25 '21 14:10 bmartacho

Hi, you can try our well-trained model in the model zoo. https://mailustceducn-my.sharepoint.com/personal/aa397601_mail_ustc_edu_cn/_layouts/15/onedrive.aspx?id=%2Fpersonal%2Faa397601%5Fmail%5Fustc%5Fedu%5Fcn%2FDocuments%2FDEKR%2DDisentangled%2DKeypoint%2DRegression%2Fmodel%2Fpose%5Fcoco

Gengzigang avatar Nov 02 '21 02:11 Gengzigang

I have been using the pre-trained model, but differently than the w32, it results in a lower score Screen Shot 2021-11-02 at 09 45 57

bmartacho avatar Nov 02 '21 13:11 bmartacho

I cloned the code and tested the model recently, and the result is the same as the paper. You can use the default parameters and the original code to test it.

Gengzigang avatar Nov 02 '21 13:11 Gengzigang