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Comments (2)

babyformula avatar babyformula commented on May 23, 2024

After another review, I started to understand the trimap code part. But there still some code maybe typos or something:

  1. the alpha prediction loss function: alpha_loss = torch.sqrt((pred_alpha - alpha)**2 + 1e-12), as alpha = alpha/255, but pred_alpha did not divided by 255.
  2. (alpha_loss * t_wi).sum() / (unknown_region_size + 1.), was it meant to be (unknown_region_size + epsilon)?

Thanks

from pytorch-deep-image-matting.

huochaitiantang avatar huochaitiantang commented on May 23, 2024

1, the pred_alpha is the output of network and whose value is 0~1.
2, +1. can avoid dividing by 0.

from pytorch-deep-image-matting.

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