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about mask loss is different between paper and code in stage II #22

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helen0461 opened this issue Aug 27, 2019 · 1 comment
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@helen0461
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Thx for your job and sharing. It's really helpful to my research. Thanks again.
I have trained and tested your model successfully, and have a litte question about loss.
When I train in satge II, the mask loss almost have not change from the beigining to the end.
So, I check the calculation abouot mask loss, and find that the "loss_mask = criterionMask(m_composite, cm)" in line 133 of train.py is differernt from the equation (4) in paper.
Is there any detail about this I can konw?
Thank you a lot.
@sergeywong

@helen0461 helen0461 changed the title about mask loss is different form paper and code in stage II about mask loss is different between paper and code in stage II Aug 27, 2019
@Hanv2
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Hanv2 commented Mar 24, 2020

i think the loss in code can achieve expectation that makes model concentrated more on the cloth region while preserving the background of the person in clothing‘s image.

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