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基于GANs的动漫面孔生成

DCGAN:效果较差,96x96
StyleGAN:效果较好,256x256
StyleGAN_迁移特定角色:尝试迁移了Bang Dream第一季(以此为数据集),效果不错~
交互控制生成和修改:用参考最后一条产生的标签加上逻辑回归分类产生了生成蓝色头发的方向向量(其他有机会试试)

emmm本来是可以有展示的可惜学校不给公网IP,如果真的有人看到了需要模型、向量等训练出的文件再说吧emmm

参考

https://github.com/NVlabs/stylegan
https://github.com/carpedm20/DCGAN-tensorflow
https://github.com/mattya/chainer-DCGAN
https://github.com/nagadomi/lbpcascade_animeface用于截取动漫面孔
https://github.com/nagadomi/waifu2x用于放大分辨率过低的数据
https://qiita.com/mattya/items/e5bfe5e04b9d2f0bbd47
https://www.gwern.net/Faces
https://zhuanlan.zhihu.com/p/63230738
http://www.seeprettyface.com/index.html
https://blog.csdn.net/weixin_43013761/article/details/100895333
https://zhuanlan.zhihu.com/p/57553117
https://www.reddit.com/r/MachineLearning/comments/akbc11/p_tag_estimation_for_animestyle_girl_image/确定生成图的标签

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GANs in anime GANs动漫面孔生成~

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