Software:Fooocus
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| Original author(s) | Lvmin Zhang |
|---|---|
| Initial release | August 9, 2023[1] |
| Repository | github |
| Written in | Python |
| License | GPLv3[2] |
Fooocus is an open source generative artificial intelligence program that allows users to generate images from a text prompt.[3][4] It uses Stable Diffusion XL as the base model for its image capabilities as well as a collection of default settings and prompts to make the image generation process more streamlined.[3][4][5]
History
Fooocus was created by Lvmin Zhang, a doctoral student at Stanford University who previously studied at the Chinese University of Hong Kong and Soochow University.[6][7] He is also the main author of ControlNet,[8][6][9] which has been adopted by many other Stable Diffusion interfaces, such as AUTOMATIC1111 and ComfyUI. As of 9 July 2024, the project had 38.1k stars on GitHub.[10]
Features
Fooocus' main feature is that it is easy to set up and does not require users to manually configure model parameters to achieve desirable results.[6][3][11] According to the project, it uses GPT-2 to automatically add more detail to the user's prompts.[12] It includes common extensions such LCM low-rank adaptation by default which allows for faster generation speed.[4][13] Fooocus prefers a photographic style by default, with a list of predefined styles to choose from.[3][14] While Fooocus aims to provide good results out of the box, it also includes an "advanced" tab that allows for user customization.[15] The user interface is based on Gradio.[16]
References
- ↑ Zhang, Lvmin. "i". https://github.com/lllyasviel/Fooocus/commit/7386161937cccfe0f2172c2cf17a3986ea857941.
- ↑ Zhang, Lvmin. "Create LICENSE". https://github.com/lllyasviel/Fooocus/commit/d33d8a47ae884e0836f15cae6d7113de253d98f4.
- ↑ 3.0 3.1 3.2 3.3 Hachman, Mark. "Fooocus is the easiest way to create AI art on your PC" (in en). https://www.pcworld.com/article/2253285/fooocus-is-the-easiest-way-to-run-ai-art-on-your-pc.html.
- ↑ 4.0 4.1 4.2 西川, 和久 (20 November 2023). "【西川和久の不定期コラム】 Stable Diffusion高速化の決定版登場！？品質落とさず制限もほぼなしで2～3倍速に" (in ja). https://pc.watch.impress.co.jp/docs/column/nishikawa/1547611.html.
- ↑ Pande, Ayush (17 September 2024). "I turned my old PC into an AI image generation server - here's how I did it" (in en). https://www.xda-developers.com/turn-pc-into-ai-image-generator/. "Finally, I went with the Fooocus model (yup, that's the name) by developer lllyasviel, as it had the simplest installation procedure out of everything else I tried on my PC."
- ↑ 6.0 6.1 6.2 "Fooocus登顶GitHub热榜：4G显存低配畅玩AIGC" (in zh-Hans). 26 August 2023. https://www.huxiu.com/article/1974982.html.
- ↑ Zhang, Lvmin. "Lvmin Zhang (Lyumin Zhang)". https://lllyasviel.github.io/Style2PaintsResearch/lvmin.
- ↑ Zhang, Lvmin; Rao, Anyi; Agrawala, Maneesh (2023). "Adding Conditional Control to Text-to-Image Diffusion Models". arXiv:2302.05543 [cs.CV].
- ↑ 新, 清士. "画像生成AIに2度目の革命を起こした「ControlNet」 (1/4)" (in ja). https://ascii.jp/elem/000/004/137/4137393/.
- ↑ "lllyasviel/Fooocus". 9 July 2024. https://github.com/lllyasviel/Fooocus.
- ↑ Morton, Brad (21 April 2024). "Want Powerful Local AI Image Generation on Windows? Use This Tool" (in en). https://www.howtogeek.com/want-powerful-local-ai-image-generation-on-windows-use-this-tool/.
- ↑ Zhang, Lvmin (10 July 2024). "List of "Hidden" Tricks". https://github.com/lllyasviel/Fooocus?tab=readme-ov-file#list-of-hidden-tricks.
- ↑ Luo, Simian (2023). "LCM-LoRA: A Universal Stable-Diffusion Acceleration Module". arXiv:2311.05556 [cs.CV].
- ↑ Esteban, Félix (13 February 2024). "Las cinco mejores IA gratuitas para crear y editar imágenes" (in es). https://www.businessinsider.es/cinco-mejores-ia-gratuitas-crear-editar-imagenes-1363777.
- ↑ Horsey, Julian (16 August 2023). "Amazing Fooocus SDXL user interface for AI art generation". https://www.geeky-gadgets.com/fooocus-sdxl-user-interface/.
- ↑ Çıtak, Emre (30 November 2023). "Fooocus: Features And How To Install - Dataconomy". https://dataconomy.com/2023/11/30/fooocus-features-and-how-to-install/.
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