amitadate / gan-compression

This repository contains the source for the paper "Analysing Image Compression using Generative Adversarial Networks"

Our experiments with image compression with added stabilization by intergrating with a generative adversarial network.

Architecture

Prerequisites

• Python 2.7 or Python 3.3+
• TensorFlow==1.0+
• TensorLayer==1.4+

Usage

First, download images to data/mnist:

$ python download.py mnist		[202599 face images]

Second, train the GAN:

$ python train_compression.py