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HyperGAN

HyperGAN, a configurable generative AI framework

HyperGAN is a configurable AI framework around generative adversarial networks. It comes packaged with configurations that enable training generative models around collections of images, text and even video.

Built for researchers, developers and tinkerers.

This [person] does not exist

Trained network on faces
Trained on a collection of human faces, HyperGAN creates infinite more. Trained for 700k steps on a TI 1080

GANs allow creating new data from a dataset. This is useful for all sorts of applications but using GANs is challenging and unstable. HyperGAN aims to fix this.

Alignment

Align two datasets
Trained on unsorted day and night images. Top is the input image and bottom is the aligned image generated from HyperGAN. Step 500k trained on TI 1080

Much more

Alignment, inpainting, audio generation, text generation, text to speech, text to image, text to video. HyperGAN can potentially do all this and more, with your help.

How-tos and documentation

Comprehensive guides and docs
We have created comprehensive guides for using and building with hypergan https://hypergan.gitbook.io/hypergan and theres more to come!

Support our Goals

We want to extend and improve HyperGAN and we need your help to do it. Here's what you can do:

  • Support us with funding
  • Contribute to HyperGAN
  • Build something using HyperGAN
  • Join the community
@HyperGAN

This will allow the purchase of new hardware to train larger models. Trained models will be released to patrons first.

Featured work

  1. HyperGAN/HyperGAN

    Composable GAN framework with api and user interface

    Python 1,193

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This is meant for organizations that want to help shape the future of HyperGAN. This includes direct access to the HyperGAN team for strategical discussions. Roadmaps and priorities will be aligned with your requirements as well as possible.

In addition, corporate members get an (optional) prominently displayed name and logo and mention on all official releases.

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This is meant for organizations that want to help shape the future of HyperGAN. This includes direct access to the HyperGAN team for strategical discussions. Roadmaps and priorities will be aligned with your requirements as well as possible.

In addition, corporate members get an (optional) prominently displayed name and logo and mention on all official releases.

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Corporate Gold

It's like having AI developers work for you - on HyperGAN!

This is meant for organizations that want to help shape the future of HyperGAN. This includes direct access to the HyperGAN team for strategical discussions. Roadmaps and priorities will be aligned with your requirements as well as possible.

In addition, corporate members get an (optional) prominently displayed name and logo and mention on all official releases.