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Generative Adversarial Network for MNIST with tensorflow

arxiv.org/abs/1511.06434

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Name		Name	Last commit message	Last commit date
Latest commit History 26 Commits
face		face
lsun		lsun
mnist		mnist
.gitignore		.gitignore
README.md		README.md

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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:https://yann.lecun.com/exdb/mnist/
CelebA Face dataset
http:https://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