https://github.com/nor0x/winaimp

an ai that generates winamp ⚡ skins
https://github.com/nor0x/winaimp

gan keras scisharp winamp

Last synced: about 1 month ago
JSON representation

an ai that generates winamp ⚡ skins

• Host: GitHub
• URL: https://github.com/nor0x/winaimp
• Owner: nor0x
• Created: 2021-04-19T16:24:35.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2023-05-31T12:09:20.000Z (over 1 year ago)
• Last Synced: 2024-11-05T12:50:25.367Z (3 months ago)
• Topics: gan, keras, scisharp, winamp
• Language: C#
• Homepage:
• Size: 2.06 MB
• Stars: 2
• Watchers: 3
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: Readme.md

Awesome Lists containing this project

README

        
# winaimp ⚡

> an ai that generates winamp skins

this is a playground repo where i'm experimenting with generative adversarial networks (GANs),  [SciSharp](https://scisharp.github.io/SciSharp) and the [Winamp Skin Collection](https://archive.org/details/winampskins) 

### first tests

![](https://raw.githubusercontent.com/nor0x/winaimp/master/art/IMG_186143416846.png)

> these are outputs from early epochs (1-30)

> still need a gpu upgrade for better training

### tools

- [dotnet](dot.net)

- [Keras.NET](https://github.com/SciSharp/Keras.NET)

- [Numpy.NET](https://github.com/SciSharp/Numpy.NET)

### todo

 - better plotting

 - non-square inputs

 - generator / discriminator optimizations

 - training in the cloud

 - tests with pre-trained model

### credits

[https://archive.org/details/winampskins](https://archive.org/details/winampskins)

[http://webamp.org/](http://webamp.org/)

[http://winamp.com/](http://winamp.com/)

[http://machinelearningmastery.com/](http://machinelearningmastery.com/)