taki0112/StarGAN_v2-Tensorflow taki0112/StarGAN_v2-Tensorflow

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  • Language
    Python
  • License
    MIT License
  • Created almost 5 years ago
  • Updated over 4 years ago
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taki0112/StarGAN_v2-Tensorflow
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Repository Details

Simple Tensorflow implementation of StarGAN_v2

Official Tensorflow implementation Open ! -> Clova AI

StarGAN v2 β€” Un-official TensorFlow Implementation [Paper] [Pytorch]

: Diverse Image Synthesis for Multiple Domains

Overview

Architecture

Generator Mapping Network Style Encoder & Discriminator

Usage

β”œβ”€β”€ dataset
Β Β  └── YOUR_DATASET_NAME
Β Β      β”œβ”€β”€ train
 Β  Β  Β  Β  Β  β”œβ”€β”€ domain1 (domain folder)
               β”œβ”€β”€ xxx.jpg (domain1 image)
               β”œβ”€β”€ yyy.png
               β”œβ”€β”€ ...
           β”œβ”€β”€ domain2
               β”œβ”€β”€ aaa.jpg (domain2 image)
               β”œβ”€β”€ bbb.png
               β”œβ”€β”€ ...
           β”œβ”€β”€ domain3
           β”œβ”€β”€ ...
Β Β      β”œβ”€β”€ test
           β”œβ”€β”€ zzz.jpg (any content image)
           β”œβ”€β”€ www.png
           β”œβ”€β”€ ...

Train

python main.py --dataset celebA-HQ_gender --phase train --batch_size 2 --gpu_num 4

Test

python main.py --dataset celebA-HQ_gender --phase test

Refer test

python main.py --dataset celebA-HQ_gender --phase refer_test --refer_img_path refer_img.jpg

Our results

Author

Junho Kim

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