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Much lower loss but wrong output #45

@yang-ruixin

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@yang-ruixin

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.

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