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Great work! Your project is really interesting, so I decided to implement the algorithm in Pytorch based on your Tensorflow code.
I tried to make the architecture of G and D to be the same as yours, and train on the same config (loss weights) but the result is a little bit different. So I tuned the loss weights to get the best result.
Currently, my results look like anime, but some generation images still have some artifacts. Maybe I will need to train longer.
Could you add this implementation into your README.md, I think It helps other people when looking for a Pytorch version 😄
Hi @TachibanaYoshino,
Great work! Your project is really interesting, so I decided to implement the algorithm in Pytorch based on your Tensorflow code.
I tried to make the architecture of G and D to be the same as yours, and train on the same config (
loss weights
) but the result is a little bit different. So I tuned theloss weights
to get the best result.Currently, my results look like
anime
, but some generation images still have some artifacts. Maybe I will need to train longer.Could you add this implementation into your README.md, I think It helps other people when looking for a Pytorch version 😄
thank you very much.
my repo: https://github.com/ptran1203/pytorch-animeGAN
Some of my results:
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