Faldict / CapsuleGAN

An Experimental Implementation for CapsuleGAN.

CapsuleGAN

Quick Start

To run this code, you should open your terminal and type these commands.

git clone https://github.com/Faldict/CapsuleGAN
cd CapsuleGAN
python main.py

Requirements

• python3
• numpy
• tensorflow (gpu better)

TODO

• Upload experiment results
• Add hyper parameters

Feedbacks

Please feel free to submit issues if you get any problems or have any advice.

Reference

• CapsuleGAN: Generative Adversarial Capsule Network - First inspiration. I follow the adversarial framework described in this paper. However, the experiment results described in this paper is inconvinced.
• chrislybaer/capsules-tensorflow - Implemenatation for Capsule Layers.
• vlraik/CapsNet-GAN-Tensorflow - Another version of Capsule GAN with many differences.