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AUTOMATIC1111 Stable Diffusion Web UI

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AUTOMATIC1111 Stable Diffusion Web UI
Original author(s)AUTOMATIC1111
Developer(s)AUTOMATIC1111 and community
Initial releaseAugust 22, 2022; 22 months ago (2022-08-22)[1]
Repositorygithub.com/AUTOMATIC1111/stable-diffusion-webui
Written inPython
LicenseGPLv3[2]

AUTOMATIC1111 Stable Diffusion Web UI (SD WebUI, or A1111) is an open source generative artificial intelligence computer program that allows users to generate images from a text prompt.[3] It uses Stable Diffusion as the base model for its image capabilities together with a large set of extensions and features to customize its output.[4]

History[edit]

SD WebUI was released on GitHub on August 22, 2022, by AUTOMATIC1111,[1] 1 month after the initial release of Stable Diffusion.[5] At the time, Stable Diffusion could only be run via the command line.[4] SD WebUI quickly rose in popularity and has been described as "the most popular tool for running diffusion models locally."[3] In February 2024, a book was published by Gijutsu Hyoronsha on using Stable Diffusion with SD WebUI in Japanese.[6][7] As of July 2024, the project had 136 thousand stars on GitHub.[8]

Features[edit]

SD WebUI uses Gradio for its user interface.[9][10][11] Each parameter in the Stable Diffusion program is exposed via a UI interface within SD WebUI. SD WebUI contains additional parameters not included in Stable Diffusion itself, such as support for Low-rank adaptations, ControlNet and custom variational autoencoders.[9][10][12] It is also used for its various optimizations over the base Stable Diffusion.[4]

References[edit]

  1. ^ a b AUTOMATIC1111 (Aug 22, 2022). "Initial commit". github.{{cite web}}: CS1 maint: numeric names: authors list (link)
  2. ^ AUTOMATIC1111 (Jan 15, 2023). "add license file". github. Retrieved 11 July 2024.{{cite web}}: CS1 maint: numeric names: authors list (link)
  3. ^ a b Mann, Tobias (29 Jun 2024). "A friendly guide to local AI image gen with Stable Diffusion and Automatic1111". The Register.
  4. ^ a b c Lewis, Nick (16 September 2022). "How to Run Stable Diffusion Locally With a GUI on Windows". How-To Geek. Retrieved 11 July 2024.
  5. ^ "Announcing SDXL 1.0". Stability AI. July 26, 2023.
  6. ^ 大崎, 顕; 水口, 瑛介 (23 March 2024). はじめてでもここまでできる Stable Diffusion画像生成［本格］活用ガイド (in Japanese). ja:技術評論社. ISBN 978-4-297-14083-0.
  7. ^ あわしろいくや (12 June 2024). "第817回 参考書を片手にUbuntuでもStable Diffusion WebUIを動作させ、画像を生成する". gihyo.jp (in Japanese). ja:技術評論社.
  8. ^ AUTOMATIC1111 (August 2022). "Stable Diffusion Web UI". github.{{cite web}}: CS1 maint: numeric names: authors list (link)
  9. ^ a b Wang, Chenghao; Chung, Jeanhun (30 June 2023). "Research on AI Painting Generation Technology Based on the [Stable Diffusion]". International journal of advanced smart convergence. 12 (2): 90–95. doi:10.7236/IJASC.2023.12.2.90. Stable Diffusion Web UI is a browser interface based on the Gradio library,
  10. ^ a b Kim, Seonuk; Ko, Taeyoung; Kwon, Yousang; Lee, Kyungho (9 October 2023). "Designing interfaces for text-to-image prompt engineering using stable diffusion models: a human-AI interaction approach". IASDR Conference Series. doi:10.21606/iasdr.2023.448.
  11. ^ Hook, Steve (10 January 2024). "Stable Diffusion WebUI - Run SDXL locally with the AUTOMATIC1111 GUI". PC Guide.
  12. ^ Pocock, Kevin (16 August 2023). "Stable Diffusion: How to Use VAE". PC Guide. Retrieved 11 July 2024.
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