DCGAN

the pytorch version of dcgan[1]

Requirments

CUDA 8.0+

pytorch 0.3.1

torchvision

dcgan.py

using the mnist[2] dataset

dcgan-comic.py

using the comic images data down load the data by faces

password: 4wyq

Results

dcgan.py -10 epochs result

dcgan-comic.py -40 epochs result

Reference

[1]UNSUPERVISED REPRESENTATION LEARNING WITH DEEP CONVOLUTIONAL GENERATIVE ADVERSARIAL NETWORKS

[2]THE MNIST DATABASE

Blog