Keras DRAGAN

Implementation of DRAGAN(Deep Regret Analytic Generative Adversarial Networks) with keras.

Paper: here

Reference: here

Dataset

I got images from Twitter,Pinterest, and Getchu. Total is about 16000 images

Demo

I build website with Tensorflow.js (recommend chorme)

Result

DRAGAN

imagesize: 64x64 batchsize: 128

DRAGAN + Residual

imagesize: 64x64 batchsize: 128

DRAGAN + RDN

imagesize: 128x128 batchsize: 32

DRAGAN + EDSR

imagesize: 128x128 batchsize: 32

latent

Environment

• OS: Windows 10
• CPU: Intel(R) Core(TM)i7-8700
• GPU: NVIDIA GTX1060 6GB
• RAM: 16GB