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https://github.com/taki0112/CartoonGAN-Tensorflow
Simple Tensorflow implementation of CartoonGAN (CVPR 2018)
https://github.com/taki0112/CartoonGAN-Tensorflow
Last synced: 2 months ago
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Simple Tensorflow implementation of CartoonGAN (CVPR 2018)
- Host: GitHub
- URL: https://github.com/taki0112/CartoonGAN-Tensorflow
- Owner: taki0112
- License: mit
- Created: 2018-07-20T12:00:04.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2019-07-23T06:54:26.000Z (over 5 years ago)
- Last Synced: 2023-11-07T18:51:45.491Z (about 1 year ago)
- Language: Python
- Homepage:
- Size: 29.3 KB
- Stars: 217
- Watchers: 14
- Forks: 49
- Open Issues: 6
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
- awesome - taki0112/CartoonGAN-Tensorflow - Simple Tensorflow implementation of CartoonGAN (CVPR 2018) (Python)
- awesome - taki0112/CartoonGAN-Tensorflow - Simple Tensorflow implementation of CartoonGAN (CVPR 2018) (Python)
README
# CartoonGAN-Tensorflow
Simple Tensorflow implementation of [CartoonGAN](http://openaccess.thecvf.com/content_cvpr_2018/papers/Chen_CartoonGAN_Generative_Adversarial_CVPR_2018_paper.pdf) (CVPR 2018)
## Pytorch version
* [CartoonGAN-Pytorch](https://github.com/znxlwm/pytorch-CartoonGAN)
## Requirements
* Tensorflow 1.8
* Python 3.6
## Usage
### 1. Download vgg19
* [vgg19.npy](https://mega.nz/#!xZ8glS6J!MAnE91ND_WyfZ_8mvkuSa2YcA7q-1ehfSm-Q1fxOvvs)
### 2. Do edge_smooth
```
> python edge_smooth.py --dataset face2anime --img_size 256
```
```
├── dataset
└── YOUR_DATASET_NAME
├── trainA
├── xxx.jpg (name, format doesn't matter)
├── yyy.png
└── ...
├── trainB
├── zzz.jpg
├── www.png
└── ...
├── trainB_smooth (After you run the above code, it will be created automatically)
├── zzz.jpg
├── www.png
└── ...
└── testA
├── aaa.jpg
├── 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