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colored droplets on the result image #32

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sangjun04 opened this issue Nov 18, 2020 · 2 comments
Open

colored droplets on the result image #32

sangjun04 opened this issue Nov 18, 2020 · 2 comments

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@sangjun04
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colored dots? droplets? are appearing on the result image.
I am really curious on what may caused this issue.

Any tips or idea on how to reduce such noise?
@LynnHo
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LynnHo commented Nov 21, 2020

@sangjun04 Maybe the droplets are caused by the architecture? I am not sure. You can refer to StyleGAN v2 paper which solves the droplet problem caused by instance normalization.

@Zixin-Yong
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I found this effect in earlier epochs. Try to train the model longer to see if it goes away.

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@Zixin-Yong @LynnHo @sangjun04