【Model Zoo】GAN

Code

pix2pixHD https://github.com/NVIDIA/pix2pixHD
Synthesizing and manipulating 2048x1024 images with conditional GANs.

pix2pix-tensorflow https://github.com/affinelayer/pix2pix-tensorflow
Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets.
pix2pix https://github.com/phillipi/pix2pix
Image-to-image translation with conditional adversarial nets.

pytorch-CycleGAN-and-pix2pix https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix
Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more).

face_swap https://github.com/YuvalNirkin/face_swap
End-to-end, automatic face swapping pipeline.

faceswap https://github.com/deepfakes/faceswap
Non official project based on original /r/Deepfakes thread.

DeepFaceLab https://github.com/iperov/DeepFaceLab
DeepFaceLab is a tool that utilizes machine learning to replace faces in videos. Includes prebuilt ready to work standalone Windows 7,8,10 binary.

StarGAN https://github.com/yunjey/StarGAN
Official PyTorch Implementation of StarGAN.

faceswap-GAN https://github.com/shaoanlu/faceswap-GAN
A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

StyleGAN https://github.com/NVlabs/stylegan
Official TensorFlow Implementation.

DCGAN-tensorflow https://github.com/carpedm20/DCGAN-tensorflow
A tensorflow implementation of “Deep Convolutional Generative Adversarial Networks”.

face2face-demo https://github.com/datitran/face2face-demo
pix2pix demo that learns from facial landmarks and translates this into a face.

Conditional-GAN https://github.com/zhangqianhui/Conditional-GAN
Tensorflow implement for Conditional convolutional adversarial networks.

zi2zi https://github.com/kaonashi-tyc/zi2zi
Learning Chinese Character style with conditional GAN.

Blog

教你用200行Python代码“换脸” https://blog.csdn.net/xiao_lxl/article/details/47334019
深度学习AI美颜系列—天天P图疯狂变脸算法 https://blog.csdn.net/trent1985/article/details/80295532
GAN论文分类总结 https://zhuanlan.zhihu.com/p/29684869
GAN生成图像论文总结 https://www.cnblogs.com/tenderwx/p/8448134.html
近期值得读的10篇GAN进展论文 https://www.jiqizhixin.com/articles/2019-01-03-18
详尽解释GAN的发展脉络和最新进展PPT http://m.elecfans.com/article/778070.html
2018最佳GAN论文回顾（上） https://yq.aliyun.com/articles/686373
2018最佳GAN论文回顾（下） https://yq.aliyun.com/articles/687001
InfoGAN解读 https://www.jianshu.com/p/1b84adec15e7
李弘毅老师GAN笔记（二），Conditional GAN https://blog.csdn.net/taoyafan/article/details/81229466
GAN Zoo：千奇百怪的生成对抗网络，都在这里了 https://blog.csdn.net/c2a2o2/article/details/73850551
卷积“换脸” https://blog.csdn.net/trent1985/article/details/71603313
《High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs》论文笔记 https://blog.csdn.net/sunny0121/article/details/82380027
人脸识别和换脸相关深度学习开源项目github汇总 http://www.bigwe.com/article?p=b3466c6ae00dab84c8f8148950542f1d6e0bfe7c

Demo

视频：人工智能深度学习视频换脸，听说有人脸盲出一个对比视频 http://v.ifeng.com/201812/video_31215416.shtml

Technical Exchange