https://github.com/Faldict/CapsuleGAN

An Experimental Implementation for CapsuleGAN.
https://github.com/Faldict/CapsuleGAN

capsule gan

Last synced: 2 months ago
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An Experimental Implementation for CapsuleGAN.

• Host: GitHub
• URL: https://github.com/Faldict/CapsuleGAN
• Owner: Faldict
• Created: 2018-03-15T14:01:06.000Z (almost 7 years ago)
• Default Branch: master
• Last Pushed: 2018-03-19T06:42:12.000Z (almost 7 years ago)
• Last Synced: 2024-08-02T07:06:43.094Z (5 months ago)
• Topics: capsule, gan
• Language: Python
• Size: 8.79 KB
• Stars: 25
• Watchers: 4
• Forks: 12
• Open Issues: 2
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-GAN - CapsuleGAN - My own implementation on CapsuleGAN. (Codes)

README

        
# 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](https://github.com/Faldict/CapsuleGAN/issues/new) if you get any problems or have any advice.

## Reference

- [CapsuleGAN: Generative Adversarial

Capsule Network](https://arxiv.org/pdf/1802.06167v3.pdf) - First inspiration. I follow the adversarial framework described in this paper. However, the experiment results described in this paper is inconvinced.

- [chrislybaer/capsules-tensorflow](https://github.com/chrislybaer/capsules-tensorflow) - Implemenatation for Capsule Layers.

- [vlraik/CapsNet-GAN-Tensorflow](https://github.com/vlraik/CapsNet-GAN-Tensorflow) - Another version of Capsule GAN with many differences.