https://github.com/takuseno/singan-nnabla

SinGAN implementation with NNabla
https://github.com/takuseno/singan-nnabla

Last synced: about 1 month ago
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SinGAN implementation with NNabla

• Host: GitHub
• URL: https://github.com/takuseno/singan-nnabla
• Owner: takuseno
• Created: 2019-11-14T08:48:51.000Z (about 5 years ago)
• Default Branch: master
• Last Pushed: 2021-10-12T23:02:42.000Z (about 3 years ago)
• Last Synced: 2024-10-23T04:06:24.794Z (2 months ago)
• Language: Python
• Size: 898 KB
• Stars: 5
• Watchers: 4
• Forks: 1
• Open Issues: 6
• Metadata Files:
  • Readme: README.md

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README

        
# SinGAN implementation with NNabla

Reproduction of "SinGAN: Learning a Generative Model from a Single Natural Image" with NNabla.

### Paper

https://arxiv.org/abs/1905.01164

### Original implementation

https://github.com/tamarott/SinGAN

## install

```

$ pip install -r requirements.txt

```

If you use GPU, see [here](https://nnabla.readthedocs.io/en/latest/python/pip_installation_cuda.html).

## train

```

$ python main.py --image-path  --gpu

```

## sample image

### zebra

| real | generated |

|:-:|:-:|

|  |  |

### lightning

| real | generated |

|:-:|:-:|

|  |  |