https://github.com/redromnon/stable-diffusion-interactive-notebook

A Jupyter widgets-based interactive notebook for Google Colab to generate images using Stable Diffusion.
https://github.com/redromnon/stable-diffusion-interactive-notebook

colab-notebook colaboratory gui hacktoberfest jupyter-widgets stable-diffusion widgets

Last synced: about 20 hours ago
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A Jupyter widgets-based interactive notebook for Google Colab to generate images using Stable Diffusion.

• Host: GitHub
• URL: https://github.com/redromnon/stable-diffusion-interactive-notebook
• Owner: redromnon
• License: mit
• Created: 2023-05-05T10:12:12.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-12-13T12:00:45.000Z (about 1 year ago)
• Last Synced: 2024-04-18T13:45:16.023Z (9 months ago)
• Topics: colab-notebook, colaboratory, gui, hacktoberfest, jupyter-widgets, stable-diffusion, widgets
• Language: Jupyter Notebook
• Homepage: https://colab.research.google.com/github/redromnon/stable-diffusion-interactive-notebook/blob/main/stable_diffusion_interactive_notebook.ipynb
• Size: 33.2 KB
• Stars: 12
• Watchers: 2
• Forks: 7
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
 
 Stable Diffusion Interactive Notebook 📓 🤖 
 


 

  

 

 

 _Click the above button to start generating images!_






A widgets-based interactive notebook for Google Colab that lets users generate AI images from prompts (Text2Image) using [Stable Diffusion (by Stability AI, Runway & CompVis)](https://en.wikipedia.org/wiki/Stable_Diffusion). 

This notebook aims to be an alternative to WebUIs while offering a simple and lightweight GUI for anyone to get started with Stable Diffusion.

Uses Stable Diffusion, [HuggingFace](https://huggingface.co/) Diffusers and [Jupyter widgets](https://github.com/jupyter-widgets/ipywidgets).

![GUI screenshot](https://github.com/redromnon/stable-diffusion-interactive-notebook/assets/74495920/461b23dc-ea92-4f11-b3a2-0593f51e2c43)

## Features

- Interactive GUI interface

- Available Stable Diffusion Models:

  - [Stable Diffusion 1.5](https://huggingface.co/runwayml/stable-diffusion-v1-5)

  - [Stable Diffusion 2.1 Base](https://huggingface.co/stabilityai/stable-diffusion-2-1-base)

  - [Stable Diffusion 2.1](https://huggingface.co/stabilityai/stable-diffusion-2-1)

  - [OpenJourney v4](https://huggingface.co/prompthero/openjourney-v4)

  - [Dreamlike Photoreal 2.0](https://huggingface.co/dreamlike-art/dreamlike-photoreal-2.0)

- Available Schedulers:

  - [EulerAncestralDiscreteScheduler](https://huggingface.co/docs/diffusers/api/schedulers/euler_ancestral)

  - [EulerDiscreteScheduler](https://huggingface.co/docs/diffusers/api/schedulers/euler)

  - [DDIMScheduler](https://huggingface.co/docs/diffusers/api/schedulers/ddim)

  - [UniPCMultistepScheduler](https://huggingface.co/docs/diffusers/api/schedulers/unipc)

- Includes Safety Checker to enable/disable inappropriate content

- Features [sd-vae-ft-mse](https://huggingface.co/stabilityai/sd-vae-ft-mse) Autoencoder for producing "smoother" images

## Contributing

Improvements and new features are most welcome! Feel free to submit a PR.

1. Fork this repository

2. Create a new branch

3. Do your thing

4. Create a Pull Request