Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks


architecture	results

Tensorflow implementation

All the codes in this project are mere replication of Theano version

Code

Under face/ and mnist/
model.py
Definition of DCGAN model
train.py
Training the DCGAN model (and Generating samples time to time)
util.py
Image related utils

Dataset

MNIST
http://yann.lecun.com/exdb/mnist/
CelebA Face dataset
http://mmlab.ie.cuhk.edu.hk/projects/CelebA.html
Download "img_align_celeba" images
Set "face_image_path" in train.py according to the path of downloaded dataset