https://github.com/oovm/stylegan-zoo

https://github.com/oovm/stylegan-zoo

gan modelzoo pytorch stylegan

Last synced: about 1 month ago
JSON representation

• Host: GitHub
• URL: https://github.com/oovm/stylegan-zoo
• Owner: oovm
• License: apache-2.0
• Created: 2019-10-31T16:20:45.000Z (about 5 years ago)
• Default Branch: master
• Last Pushed: 2020-08-01T14:32:04.000Z (over 4 years ago)
• Last Synced: 2024-09-28T13:22:24.670Z (about 2 months ago)
• Topics: gan, modelzoo, pytorch, stylegan
• Language: Python
• Size: 84 KB
• Stars: 70
• Watchers: 5
• Forks: 10
• Open Issues: 0
• Metadata Files:
  • Readme: Readme.md
  • License: License

Awesome Lists containing this project

README

        
StyleGAN Zoo

============

[](https://colab.research.google.com/drive/1HHfyYCfnat4jhOnu34gqotRqzBiDeE_-)

Base on https://github.com/podgorskiy/StyleGAN_Blobless

Find models on https://github.com/GalAster/StyleGAN-Zoo/releases

## Install

Pytorch needed, install via conda first

```sh

conda install pytorch torchvision cudatoolkit=10.1 -c pytorch -y

pip install stylegan_zoo

```

## Start

- For jupyter:

```python

from sgan import StyleGAN

a = StyleGAN('asuka')

a.show()

```

![](https://user-images.githubusercontent.com/17541209/71554236-b0813300-2a57-11ea-9ee4-fab29d592d9a.png)

- For mathematica:

```python

from sgan import StyleGAN

StyleGAN('asuka')

```

![](https://user-images.githubusercontent.com/17541209/71553454-c5a39500-2a4a-11ea-8513-7d9a475c4c46.png)

- Multi-generation

```python

from sgan import generate

generate('asuka', 4)

```

![](https://user-images.githubusercontent.com/17541209/71593157-df89c880-2b6d-11ea-8455-8dd4d2024671.png)

- Style-interpolate

```python

from sgan import generate, style_interpolate

start, end = generate('asuka', 2)

style_interpolate(start, end, steps=16)

```

![](https://user-images.githubusercontent.com/17541209/71773895-45c48000-2fa0-11ea-8068-d7e5347a8233.png)

## License

| Part         | License                        |

| :----------- | :----------------------------- |

| Code         | [Apache License Version 2.0]() |

| [Asuka]()    | [CC0 - Creative Commons]()     |

| [Horo]()     | [CC0 - Creative Commons]()     |

| [Baby]()     | [CC4.0 Non-Commercial]()       |

| [FFHQ]()     |                                |

| [CelebaHQ]() |                                |