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SystemErrorWang / CartoonGAN

Tensorflow inplementation of CartoonGAN
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some question about face training #13

Open bayminbx opened 4 years ago

bayminbx commented 4 years ago

when I train cartoongan(use face images and real_world images), some strange color appear on the face. And in cartoon face images, big eyes are usual.Can you give me some advice?

SystemErrorWang commented 4 years ago

@bayminbx the results you see here are generated with some other model (not CartoonGAN in fact), the paper will appear on CVPR 2020 and the code and pre-trained model will be released later.

SystemErrorWang commented 4 years ago

@bayminbx As for the problem you mentioned, I also came across when I was training the original CartoonGAN. Maybe you can try increasing the weight of content loss.

bayminbx commented 4 years ago

hi, how do you solve the "multi scale" problem? I train the network with size 256 face images, but in inference the size of images is 512. The result is bad. Can you give me some advice?Thank you.

SystemErrorWang commented 4 years ago

New model is open-sourced， maybe you can try that one: https://github.com/SystemErrorWang/White-box-Cartoonization