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PIL.UnidentifiedImageError exception handling for corrupted images #109

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quickgrid opened this issue Nov 23, 2021 · 0 comments
Open

PIL.UnidentifiedImageError exception handling for corrupted images #109

quickgrid opened this issue Nov 23, 2021 · 0 comments

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@quickgrid
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I tried training with cats and dogs dataset and got this error on an image after some progress in training,

PIL.UnidentifiedImageError: cannot identify image file '...\\Cat\\666.jpg'

Wondering if exception handling should be added at the cost of extra runtime overhead. This error was generated from,

lightweight-gan/lightweight_gan/lightweight_gan.py

Line 331 in fce2093

img = Image.open(path)

I found this same error with same dataset was mentioned here, https://discuss.pytorch.org/t/pil-unidentifiedimageerror-in-dataloader/73577,
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@quickgrid