GAN-discovery

A simple example to gain GAN's idea fast.

Requirements

1. tensorflow >= 1.5
2. numpy
3. matplotlib
4. opencv3

Generator Architecture

Discriminator Architecture

Algorithms

Reference

1. Dataset
2. Generative Adversarial Nets
3. Image Completion with Deep Learning in Tensorflow
4. Semantic Image Inpainting with Deep Generative Models
5. Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
6. Probability Density Function
7. DCGANs