https://github.com/fbsamples/sdstudio
sdstudio project for image generation and modification
https://github.com/fbsamples/sdstudio
Last synced: 10 months 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 2 years ago)
- Default Branch: main
- Last Pushed: 2023-10-19T20:00:05.000Z (over 2 years ago)
- Last Synced: 2024-11-05T13:44:57.481Z (over 1 year 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
Project can run in 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
Main author for this project is Nikolai Kniazev (irumata)
Github logins of authors: irumata, teytaud, mzameshina, mathuvu, artemru
## License
MIT License