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Comparison all major Stable Diffusion Projects

  1. Since things are rapidly developing, please help to send PR to update when new features are added for each forks
  2. Latest updates as of 22 Sept 2022

Comparison of Major UI projects

Name sd-webui AUTOMATIC1111 invoke-AI cmdr2
Alternate Name hlky - lstein -
Link Github Github Github Github
License AGPL Unknown MIT Unknown
Frontend Gradio & Streamlit Gradio Custom-Server Custom-Server
Backend Python (G & S) Python Gradio Python Python/FastAPI
Star 4.3k 3.9k 2.4k 1.4k
OS W+L W+L W+L+M W+L
Docker ✔️ ✔️ ✔️(AbdBarho)
T2I ✔️ ✔️ ✔️ ✔️
I2I ✔️ ✔️ ✔️ ✔️
T2V ✔️(dev) ? ? ?
Inpainting ✔️ ✔️ ✔️ ?
Outpainting ✔️ ✔️ ? ?

Notes

  1. OS: W = Windows, M = MacOS, L = Linux

Other UI Projects/Notable forks

  1. DreamStudio from Stability AI Website, webapp from the Stability AI team
  2. CompVis Github, the original project with Latent Diffusion models
  3. HuggingFace Diffusers Github, backend library to run LD/SD and other models
  4. Diffusionbee Github, for Mac
  5. AbdBarho Docker Github, docker setup for other webui (support sd-webui, AUTOMATIC1111 & invoke-AI)
  6. NeonSecret Github & Basunjidal Github, optimized fork. (Do note that some of the changes has also been incorporated to other UI already)
  7. FvsionAI Github, using Vite+Vue as FrontEnd and FastAPI as backend

Design Choices

  1. Horizontal table to accomodate more feature lists
  2. Sorting left to right by Github stars (updated as of 22 Sept)