DCT-NET.Pytorch

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十分感谢你的贡献，但我有几个问题想要咨询一下。 我发现你在训练ccn的时候没有做论文中提到的blend操作，Geometry expansion module我也没有找到，这是有什么原因吗？ 另外论文作者提到他用相同的模型对头部和背景进行了两次推理，只是对头部模型进行了额外的优化，但在你复现中似乎只有一个模型并且只做了一次推理，是有什么改动吗？ 另外show中展示的效果似乎不是很好，有更好的效果图可以分享一下吗？谢谢

Cococyh

Training error

1

Hi @LeslieZhoa ! How can you compare the dictionary and the float? https://github.com/LeslieZhoa/DCT-NET.Pytorch/blob/b303f416c2caf05114fd38f10b0570df903b4462/trainer/ModelTrainer.py#L124 This method is called here: https://github.com/LeslieZhoa/DCT-NET.Pytorch/blob/b303f416c2caf05114fd38f10b0570df903b4462/trainer/ModelTrainer.py#L96 But the val_loss obtained in CCNTrainer.evalution is an empty dictionary: https://github.com/LeslieZhoa/DCT-NET.Pytorch/blob/b303f416c2caf05114fd38f10b0570df903b4462/trainer/CCNTrainer.py#L196-L206...

darkasevgen

Great job!

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thanks. a nice work!

ruanjiyang

Training data size

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What is the image size used for training CCN, Why can't the matrix be multiplied when I input 1024 in training, and The problem of ' 'Nan or Inf found...

shiminxuan003

生成人脸都比较好，就是处理整图背景表现出有一块一块的黑色的

yellowyi9527

error: name 'Engine' is not defined

1

watertianyi

Does the ccn stage need to be trained for so long?

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 Are the following training results correct? Can the CCN stage be directly adopted https://github.com/rosinality/stylegan2-pytorch? to train, or what changes did you make in the CCN stage In...

watertianyi

Trained for 9 epochs, 4000 times，  

watertianyi

   What's the matter with these black heads?

watertianyi

非常感谢作者伟大的工作，我尝试用ttn代码训练（ccn,face expression estimator等都没发现啥问题），大概训练了50epoch,但是效果不太理想。是训练时间过短还是有其他原因。

xuaihui