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AI 绘画开源项目排行

按 star 排行的开源项目速查

匹配 39 个项目数据采集于 2026-08-04
stable-diffusion-webui★ 164kfork 31kPythonAUTOMATIC1111

Stable Diffusion web UI

aiai-artdeep-learningdiffusion
ComfyUI★ 124kfork 15kPythonComfy-Org官网

The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.

aicomfycomfyuipython
LocalAI★ 48kfork 4.3kGomudler官网

LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.

agentsaiapiaudio-generation
OpenMontage★ 45kfork 5.5kPythoncalesthio官网

World's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Tur…

agentagentic-aiaiclaude
diffusers★ 34kfork 7.2kPythonhuggingface官网

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

deep-learningdiffusionfluximage-generation
InvokeAI★ 28kfork 2.9kPythoninvoke-ai官网

Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual med…

ai-artartificial-intelligencegenerative-artimage-generation
stable-diffusion-webui-colab★ 16kfork 2.6kJupyter Notebookcamenduru

stable diffusion webui colab

aiai-artcolabcolab-notebook
diffusionbee-stable-diffusion-ui★ 14kfork 726JavaScriptdivamgupta2024-10 后未更新官网

Diffusion Bee is the easiest way to run Stable Diffusion locally on your M1 Mac. Comes with a one-click installer. No dependencies or technical knowl…

electron-appmacosstable-diffusion
awesome-ai-painting★ 12kfork 959hua19951162024-08 后未更新官网

AI绘画资料合集(包含国内外可使用平台、使用教程、参数教程、部署教程、业界新闻等等) Stable diffusion、AnimateDiff、Stable Cascade 、Stable SDXL Turbo

ai-paintingdd5disco-diffusionstable-diffusion
paper2gui★ 11kfork 877Jupyter NotebookBaiyuetribe2024-09 后未更新官网

Convert AI papers to GUI,Make it easy and convenient for everyone to use artificial intelligence technology。让每个人都简单方便的使用前沿人工智能技术

animegan2codeformer-guidaindain-gui
openvino★ 11kfork 3.3kC++openvinotoolkit官网

OpenVINO™ is an open source toolkit for optimizing and deploying AI inference

aicomputer-visiondeep-learningdeploy-ai
krita-ai-diffusion★ 10kfork 607PythonAcly官网

Streamlined interface for generating images with AI in Krita. Inpaint and outpaint with optional text prompt, no tweaking required.

generative-aikrita-pluginstable-diffusion
StableStudio★ 9.0kfork 915TypeScriptStability-AI2024-04 后未更新

Community interface for generative AI

frontendmlstability-aistable-diffusion
stable-dreamfusion★ 8.9kfork 768Pythonashawkey2023-12 后未更新

Text-to-3D & Image-to-3D & Mesh Exportation with NeRF + Diffusion.

dreamfusionguiimage-to-3dnerf
StabilityMatrix★ 8.6kfork 589C#LykosAI官网

Multi-Platform Package Manager for Stable Diffusion

aiautomatic1111avaloniacomfyui
dream-textures★ 8.2kfork 437Pythoncarson-katri2024-08 后未更新

Stable Diffusion built-in to Blender

aiblenderblender-addonimage-generation
MochiDiffusion★ 7.9kfork 364SwiftMochiDiffusion

Run Stable Diffusion on Mac natively

aneappleapple-siliconcoreml
fast-stable-diffusion★ 7.9kfork 1.4kPythonTheLastBen

fast-stable-diffusion + DreamBooth

a1111aicolabcomfyui
Dreambooth-Stable-Diffusion★ 7.7kfork 797Jupyter NotebookXavierXiao2022-12 后未更新

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

pytorchpytorch-lightningstable-diffusiontext-to-image
ComfyUI-Workflows-ZHO★ 7.7kfork 711ZHO-ZHO-ZHO2024-12 后未更新

我的 ComfyUI 工作流合集 | My ComfyUI workflows collection

comfyuistable-diffusion
lora★ 7.5kfork 495Jupyter Notebookcloneofsimo2024-03 后未更新官网

Using Low-rank adaptation to quickly fine-tune diffusion models.

diffusiondreamboothfine-tuninglora
stable-diffusion-webui-docker★ 7.3kfork 1.3kShellAbdBarho2024-08 后未更新

Easy Docker setup for Stable Diffusion with user-friendly UI

dockerdocker-compsegradiopytorch
Auto-Photoshop-StableDiffusion-Plugin★ 7.3kfork 529TypeScriptAbdullahAlfaraj2024-04 后未更新

A user-friendly plug-in that makes it easy to generate stable diffusion images inside Photoshop using either Automatic or ComfyUI as a backend.

aiai-artartautomatic1111
civitai★ 7.2kfork 730TypeScriptcivitai官网

A repository of models, textual inversions, and more

aisocial-networkstable-diffusion
sdnext★ 7.2kfork 565Pythonvladmandic官网

SD.Next: All-in-one WebUI for AI generative image and video creation, captioning and processing

ai-artcaptiondiffusersgenerative-art
aidea★ 6.9kfork 1.0kDartmylxsw官网

An APP that integrates mainstream large language models and image generation models, built with Flutter, with fully open-source code.

aichatbotfluttergpt
stable-diffusion.cpp★ 6.6kfork 720C++leejet

Diffusion model(SD,Flux,Wan,Qwen Image,Z-Image,...) inference in pure C/C++

aicplusplusdiffusionflux
jaaz★ 6.5kfork 647TypeScript11cafe官网

The world's first open-source multimodal creative assistant This is a substitute for Canva and Manus that prioritizes privacy and is usable locally.

agentaiaiagentaiimage
ChatAny★ 6.5kfork 1.8kTypeScriptChatAnyTeam

🌻 一键拥有你自己的 ChatGPT+众多AI 网页服务 | One click access to your own ChatGPT+Many AI web services

chatgptchatgpt-next-webchatgpt-webmidjourney
courses★ 6.5kfork 597PythonSkalskiP2024-04 后未更新

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

computer-visiondeep-learningdeep-neural-networksgenerative-model
ai-notes★ 6.2kfork 558HTMLswyxio官网

notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorm…

aigptgpt-3multimodal
lora-scripts★ 6.1kfork 694PythonAkegarasu

SD-Trainer. LoRA & Dreambooth training scripts & GUI use kohya-ss's trainer, for diffusion model.

dreamboothfinetunelorastable-diffusion
SUPIR★ 5.6kfork 477PythonFanghua-Yu2025-05 后未更新官网

SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.

deep-learningdiffusion-modelsllavapytorch
understand-prompt★ 5.5kfork 439Jupyter Notebookphodal2023-03 后未更新

【🔞🔞🔞 内含不适合未成年人阅读的图片】基于我擅长的编程、绘画、写作展开的 AI 探索和总结:StableDiffusion 是一种强大的图像生成模型,能够通过对一张图片进行演化来生成新的图片。ChatGPT 是一个基于 Transformer 的语言生成模型,它能够自动为输入的主题生成合适…

aiaigcchatgptgithub-copilot
ComfyUI-Copilot★ 5.4kfork 357TypeScriptATH-MaaS

An AI-powered custom node for ComfyUI designed to enhance workflow automation and provide intelligent assistance

agentaicomfy-uicomfyui
clarity-upscaler★ 5.1kfork 535Pythonphilz1337x2025-03 后未更新官网

Clarity AI | AI Image Upscaler & Enhancer - free and open-source Magnific Alternative

aiai-artimage-upscaleimage-upscaler
multidiffusion-upscaler-for-automatic1111★ 5.0kfork 348Pythonpkuliyi20152024-08 后未更新

Tiled Diffusion and VAE optimize, licensed under CC BY-NC-SA 4.0

image-generationlarge-imagemultidiffusionstable-diffusion
StableSwarmUI★ 4.9kfork 402C#Stability-AI2025-03 后未更新

StableSwarmUI, A Modular Stable Diffusion Web-User-Interface, with an emphasis on making powertools easily accessible, high performance, and extensib…

aiimage-generationstable-diffusionstablediffusion
stable-diffusion-videos★ 4.7kfork 444Pythonnateraw

Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts

ai-arthuggingfacehuggingface-diffusersmachine-learning

AI 绘画 · GitHub star 排行 Top 30

Stable Diffusion 生态的出图界面、模型与工作流工具。下表按 GitHub star 数从高到低排列,共收录 39 个相关开源项目, 使用上方的筛选器可以按活跃度、编程语言进一步过滤。

排名项目Star语言最后更新
1AUTOMATIC1111/stable-diffusion-webui
Stable Diffusion web UI
164kPython2026-03
2Comfy-Org/ComfyUI
The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.
124kPython2026-08
3mudler/LocalAI
LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.
48kGo2026-08
4calesthio/OpenMontage
World's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Tur…
45kPython2026-08
5huggingface/diffusers
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
34kPython2026-08
6invoke-ai/InvokeAI
Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual med…
28kPython2026-08
7camenduru/stable-diffusion-webui-colab
stable diffusion webui colab
16kJupyter Notebook2025-12
8divamgupta/diffusionbee-stable-diffusion-ui
Diffusion Bee is the easiest way to run Stable Diffusion locally on your M1 Mac. Comes with a one-click installer. No dependencies or technical knowl…
14kJavaScript2024-10
9hua1995116/awesome-ai-painting
AI绘画资料合集(包含国内外可使用平台、使用教程、参数教程、部署教程、业界新闻等等) Stable diffusion、AnimateDiff、Stable Cascade 、Stable SDXL Turbo
12k2024-08
10Baiyuetribe/paper2gui
Convert AI papers to GUI,Make it easy and convenient for everyone to use artificial intelligence technology。让每个人都简单方便的使用前沿人工智能技术
11kJupyter Notebook2024-09
11openvinotoolkit/openvino
OpenVINO™ is an open source toolkit for optimizing and deploying AI inference
11kC++2026-08
12Acly/krita-ai-diffusion
Streamlined interface for generating images with AI in Krita. Inpaint and outpaint with optional text prompt, no tweaking required.
10kPython2026-06
13Stability-AI/StableStudio
Community interface for generative AI
9.0kTypeScript2024-04
14ashawkey/stable-dreamfusion
Text-to-3D & Image-to-3D & Mesh Exportation with NeRF + Diffusion.
8.9kPython2023-12
15LykosAI/StabilityMatrix
Multi-Platform Package Manager for Stable Diffusion
8.6kC#2026-08
16carson-katri/dream-textures
Stable Diffusion built-in to Blender
8.2kPython2024-08
17MochiDiffusion/MochiDiffusion
Run Stable Diffusion on Mac natively
7.9kSwift2026-07
18TheLastBen/fast-stable-diffusion
fast-stable-diffusion + DreamBooth
7.9kPython2025-11
19XavierXiao/Dreambooth-Stable-Diffusion
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion
7.7kJupyter Notebook2022-12
20ZHO-ZHO-ZHO/ComfyUI-Workflows-ZHO
我的 ComfyUI 工作流合集 | My ComfyUI workflows collection
7.7k2024-12
21cloneofsimo/lora
Using Low-rank adaptation to quickly fine-tune diffusion models.
7.5kJupyter Notebook2024-03
22AbdBarho/stable-diffusion-webui-docker
Easy Docker setup for Stable Diffusion with user-friendly UI
7.3kShell2024-08
23AbdullahAlfaraj/Auto-Photoshop-StableDiffusion-Plugin
A user-friendly plug-in that makes it easy to generate stable diffusion images inside Photoshop using either Automatic or ComfyUI as a backend.
7.3kTypeScript2024-04
24civitai/civitai
A repository of models, textual inversions, and more
7.2kTypeScript2026-08
25vladmandic/sdnext
SD.Next: All-in-one WebUI for AI generative image and video creation, captioning and processing
7.2kPython2026-08
26mylxsw/aidea
An APP that integrates mainstream large language models and image generation models, built with Flutter, with fully open-source code.
6.9kDart2026-03
27leejet/stable-diffusion.cpp
Diffusion model(SD,Flux,Wan,Qwen Image,Z-Image,...) inference in pure C/C++
6.6kC++2026-08
2811cafe/jaaz
The world's first open-source multimodal creative assistant This is a substitute for Canva and Manus that prioritizes privacy and is usable locally.
6.5kTypeScript2026-03
29ChatAnyTeam/ChatAny
🌻 一键拥有你自己的 ChatGPT+众多AI 网页服务 | One click access to your own ChatGPT+Many AI web services
6.5kTypeScript2026-04
30SkalskiP/courses
This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)
6.5kPython2024-04

怎么看这份榜单

star 数反映的是知名度而不是代码质量——教程、清单类仓库天然更容易积累 star, 而一些工程质量极高的底层库反而不显眼。选型时建议把「最后更新」这一列一起看: 超过一年没有提交的项目,往往意味着维护已经停滞,接入前需要评估风险。

想看其他方向的排行,可以返回GitHub 高星项目榜切换维度。

常见问题

AI 绘画方向最值得关注的项目是哪个?
按 star 数排序,当前榜首是 stable-diffusion-webui。不过 star 高低只代表知名度,选型时建议结合项目的最后更新时间、issue 响应速度和自己的技术栈综合判断。
这个榜单多久更新一次?
榜单为人工触发的快照式采集,当前数据采集于 2026-08-04。开源项目的 star 数每日变动,排名可能与你访问 GitHub 时略有出入。