Official Tensorflow implementation Open ! -> Clova AI
: Diverse Image Synthesis for Multiple Domains
Generator |
Mapping Network |
Style Encoder & Discriminator |
![](https://raw.githubusercontent.com/taki0112/StarGAN_v2-Tensorflow/master/./assets/g_archi.png) |
![](https://raw.githubusercontent.com/taki0112/StarGAN_v2-Tensorflow/master/./assets/mapping_achi.png) |
![](https://raw.githubusercontent.com/taki0112/StarGAN_v2-Tensorflow/master/./assets/sty_and_dis_archi.png) |
├── dataset
└── YOUR_DATASET_NAME
├── train
├── domain1 (domain folder)
├── xxx.jpg (domain1 image)
├── yyy.png
├── ...
├── domain2
├── aaa.jpg (domain2 image)
├── bbb.png
├── ...
├── domain3
├── ...
├── test
├── zzz.jpg (any content image)
├── www.png
├── ...
python main.py --dataset celebA-HQ_gender --phase train --batch_size 2 --gpu_num 4
python main.py --dataset celebA-HQ_gender --phase test
python main.py --dataset celebA-HQ_gender --phase refer_test --refer_img_path refer_img.jpg
Junho Kim