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sweihub avatar sweihub commented on July 24, 2024

都是**人在玩,哈哈,直接中文吧。
貌似作者的StyleGAN模型有自己改动过,所以官方的模型转换过来有问题。

from pulse.

CheungYuHui avatar CheungYuHui commented on July 24, 2024

都是**人在玩,哈哈,直接中文吧。
貌似作者的StyleGAN模型有自己改动过,所以官方的模型转换过来有问题。

翻了论文,怎么转换一笔带过了,没办法只能来问了

from pulse.

sweihub avatar sweihub commented on July 24, 2024

把StyleGAN直接替换成StyleGAN2-PyTorch应该可行,我之前把 DGP (Deep Generator Prior)的BigGAN换成StyleGAN2,不过效果不理想。 PULSE通过把 -num_trainable_noise_layers 参数设置为20,输入图片尺寸提高到256x256,我还加入了人脸比对损失,可以强制拟合西方人脸到东人方脸,不过细节不行。以下是从256x256到1024x1024的超分辨率效果。

LR1
liuyifei1_256

HR1
liuyifei1_1024

LR2
liuyifei2_256

HR2
liuyifei2_1024

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sweihub avatar sweihub commented on July 24, 2024

可以试试我加强的代码,暂时还是用StyleGAN,打算后面替换成StyleGAN2。

EPULSE: Enahnced PULSE
https://github.com/sweihub/epulse

from pulse.

CheungYuHui avatar CheungYuHui commented on July 24, 2024

可以试试我加强的代码,暂时还是用StyleGAN,打算后面替换成StyleGAN2。

EPULSE: Enahnced PULSE
https://github.com/sweihub/epulse

本不抱希望,没想真有大神,感谢慷慨分享,我去细瞧点赞。

from pulse.

CheungYuHui avatar CheungYuHui commented on July 24, 2024

可以试试我加强的代码,暂时还是用StyleGAN,打算后面替换成StyleGAN2。

EPULSE: Enahnced PULSE
https://github.com/sweihub/epulse

另外,一开始我也试了用stylgan2-pytorch转换的二代模型,出现的错误也是类似的。

from pulse.

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