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xunhuang1995 / AdaIN-style

Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization
https://arxiv.org/abs/1703.06868
MIT License
1.47k stars 192 forks source link

Oh, my god. The decoder seems strange. #1

Closed xiesiyuan closed 7 years ago

xiesiyuan commented 7 years ago

me_stylized_toka

what has happened???

xiesiyuan commented 7 years ago

my face always seems like ghost....

I think the decoder is broken.

xunhuang1995 commented 7 years ago

The decoder is not broken. The output is probably too stylized given your style image, so that the content is not well preserved.

Below are some things you may want to try to get better results:

  1. turn down -alpha a little bit
  2. increase the resolution of the content image
  3. I just uploaded a decoder with smaller style weight during training, you might like that one a bit more: wget -c https://s3.amazonaws.com/xunhuang-public/adain/decoder-content-similar.t7
  4. If none of the above works, try to change the style image.