taki0112/CartoonGAN-Tensorflow taki0112/CartoonGAN-Tensorflow

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    Python
  • License
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  • Created over 6 years ago
  • Updated over 5 years ago
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taki0112/CartoonGAN-Tensorflow
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Repository Details

Simple Tensorflow implementation of CartoonGAN (CVPR 2018)

CartoonGAN-Tensorflow

Simple Tensorflow implementation of CartoonGAN (CVPR 2018)

Pytorch version

Requirements

  • Tensorflow 1.8
  • Python 3.6

Usage

1. Download vgg19

2. Do edge_smooth

> python edge_smooth.py --dataset face2anime --img_size 256

β”œβ”€β”€ dataset
Β Β  └── YOUR_DATASET_NAME
Β Β      β”œβ”€β”€ trainA
 Β  Β  Β  Β  Β  β”œβ”€β”€ xxx.jpg (name, format doesn't matter)
           β”œβ”€β”€ yyy.png
           └── ...
Β Β      β”œβ”€β”€ trainB
           β”œβ”€β”€ zzz.jpg
           β”œβ”€β”€ www.png
           └── ...
Β Β      β”œβ”€β”€ trainB_smooth (After you run the above code, it will be created automatically)
        Β  Β β”œβ”€β”€ zzz.jpg 
           β”œβ”€β”€ www.png
           └── ...
Β Β      └── testA
           β”œβ”€β”€ aaa.jpg 
           β”œβ”€β”€ bbb.png
           └── ...

3. Train

  • python main.py --phase train --dataset face2anime --epoch 100 --init_epoch 1

4. Test

  • python main.py --phase test --dataset face2anime

Author

Junho Kim

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