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taki0112/StarGAN-Tensorflow

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Requirements

  • Tensorflow 1.8
  • Python 3.6

Usage

Downloading the dataset

> python download.py celebA
├── dataset
  └── celebA
  ├── train
      ├── 000001.jpg 
 ├── 000002.jpg
 └── ...
 ├── test (It is not celebA)
 ├── a.jpg (The test image that you wanted)
 ├── b.png
 └── ...
 ├── list_attr_celeba.txt (For attribute information) 

Train

  • python main.py --phase train

Test

  • python main.py --phase test
  • The celebA test image and the image you wanted run simultaneously

Pretrained model

Summary

overview

Results (128x128, wgan-gp)

Women

women

Men

men

Related works

Reference

Author

Junho Kim

About

Simple Tensorflow implementation of StarGAN (CVPR 2018 Oral)

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Stars

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Languages

AltStyle によって変換されたページ (->オリジナル) /