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Training images suddenly flipped. #95

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Randy-H0 opened this issue Jun 14, 2021 · 2 comments
Open

Training images suddenly flipped. #95

Randy-H0 opened this issue Jun 14, 2021 · 2 comments

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@Randy-H0
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Hi, so I was training a stylegan2-ada model on a bunch of Discord images. You'll see below what discord exactly is.
img00000010
Now it went smoothly until it suddenly just, flipped.
image
This was before it flipped.
image
This was after it flipped.
Why did this happen? It never happened on my previous models I was training.

Thanks!

@Randy-H0
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Clarification, all of the images in my dataset are oriented the same way.

@towr
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towr commented Jul 15, 2021

I think that can happen when the augmentation probability grows to high. There's an example of it in the paper at the top of page 4 ( https://arxiv.org/pdf/2006.06676.pdf )

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