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Published 20 hours ago • verified publisher icon LynnHo

colored droplets on the result image

Open sangjun04 opened this issue 3 years ago • 2 comments

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?

sangjun04 avatar Nov 18 '20 02:11 sangjun04

@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.

LynnHo avatar Nov 21 '20 16:11 LynnHo

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

Zixin-Yong avatar Jan 28 '21 03:01 Zixin-Yong