https://github.com/fbsamples/sdstudio

sdstudio project for image generation and modification
https://github.com/fbsamples/sdstudio

Last synced: 2 days ago
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sdstudio project for image generation and modification

• Host: GitHub
• URL: https://github.com/fbsamples/sdstudio
• Owner: fbsamples
• License: mit
• Created: 2023-06-20T10:30:10.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-10-19T20:00:05.000Z (about 1 year ago)
• Last Synced: 2024-11-05T13:44:57.481Z (7 days ago)
• Language: Python
• Homepage:
• Size: 96.7 KB
• Stars: 30
• Watchers: 6
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md

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README

        

# Synergy Diffusion studio: A code for evolutionary latent diffusion models.

This code  can connect to several latent diffusion models, for text to image.

Using evolutionary computation, we can combine or modify previously generated images.

## The associated paper is nominated for best paper award!

Paper:  https://dl.acm.org/doi/abs/10.1145/3583131.3590471

Nomination: https://gecco-2023.sigevo.org/Best-Paper-Nominations

## Requirements

Google colab.

## Building 

Just run and it should work, ping us if it does not :-)

## Installing / running (possibly without installation)

You can open our notebook and run it in google colab  [notebook](https://colab.research.google.com/github/fbsamples/sdstudio/blob/main/Diffusion_Studio_0_9.ipynb)

You will be able to download dissusion-based model (some presets are also provided), generate images, select parts which you want to change, or combine several images.

For example if you want to change mouse paw, click on it to select area.



and then all mouse will be kept, but got new pow



We can also combine different pictures, generate animation and apply different neural network to imporve the result.

All instruction is in the notebook.

## Authors

Github loginss of authors: irumata (main author), teytaud, mzameshina, mathuvu, artemru

## License

MIT License