LynnHo/CycleGAN-Tensorflow-2

colored droplets on the result image

sangjun04 opened this issue · 2 comments

sangjun04 commented

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 commented

@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 commented

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

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