CapsuleGAN
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Faldict
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.
Faldict