face_generation

face_generation

How to Train a GAN: https://github.com/soumith/ganhacks

How to to select the batch_size vs the number of epochs: https://stats.stackexchange.com/questions/164876/tradeoff-batch-size-vs-number-of-iterations-to-train-a-neural-network

GAN stability: http://www.araya.org/archives/1183

MNIST GAN with Keras: https://medium.com/towards-data-science/gan-by-example-using-keras-on-tensorflow-backend-1a6d515a60d0

DCGAN : https://github.com/yihui-he/GAN-MNIST, https://github.com/carpedm20/DCGAN-tensorflow

DiscoGAN, Discover Cross-Domain Relations with Generative Adversarial Networks: https://github.com/carpedm20/DiscoGAN-pytorch

Good articles :

https://blog.openai.com/generative-models/

https://medium.com/@ageitgey/abusing-generative-adversarial-networks-to-make-8-bit-pixel-art-e45d9b96cee7

http://guimperarnau.com/blog/2017/03/Fantastic-GANs-and-where-to-find-them#understanding-GANs