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Much lower loss but wrong output #45

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yang-ruixin opened this issue Dec 5, 2023 · 1 comment
Open

Much lower loss but wrong output #45

yang-ruixin opened this issue Dec 5, 2023 · 1 comment

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@yang-ruixin
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Hi authors,

Thanks for your great work.

I did an experiment:

  1. I trained a model successfully, with loss around 0.6, and the output were meaningful.
  2. I did gamma correction for all the input images.
  3. I trained the model again, got a much lower loss only aound 0.2, but the output were wrong.

canonical_depth
canonical_diffuse_shading_1
canonical_normal

normal_animation.mp4
shape_animation.mp4

Any suggestions/explanations about lower loss but wrong output?

Thanks in advance.

@yang-ruixin
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The two videos can't show above, so I add two links, thanks.

链接:https://pan.baidu.com/s/1IUQuDMEFjk4-W3xLCg-tww?pwd=l8xi
提取码:l8xi
--来自百度网盘超级会员V4的分享

链接:https://pan.baidu.com/s/1PlxL7eOZYB9yYZmId_aBRw?pwd=ngep
提取码:ngep
--来自百度网盘超级会员V4的分享

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