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图像生成

剧本、分镜、图像、视频、剪辑、音乐和对白设计等生成式内容工作流。

26 仓库 AIGC 更新于 7月16日

二级分类

全部 AIGC 93
专题指南

如何选择图像生成工作流

图像生成仓库包括扩散模型 UI、模型管线、提示词工作流和生产辅助工具。它们常用于概念设计、营销素材、分镜和视觉探索。

适合什么时候使用

  • 运行本地扩散模型和自定义生成管线。
  • 为产品、故事或活动生成视觉概念。
  • 建立可重复的提示词和图像 refinement 流程。
  • 比较 UI 驱动工具和代码优先的生成库。

如何选择

  • 先判断你需要可视化工作流、Python 库还是托管 API 集成。
  • 检查模型兼容性、插件生态、GPU 要求和导出控制。
  • 优先选择插件活跃、安装指南稳定的项目。
  • 如果结果需要复现,要保留提示词、seed、模型和后处理元数据。

图像生成 仓库

26 个仓库按 GitHub stars 排序。需要实时筛选时可以打开交互式浏览器。

交互式浏览

stable-diffusion-webui

图像生成

Stable Diffusion web UI

AIGCPythonaiai-artdeep-learningdiffusion

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
164k stars Python
GitHub

ComfyUI

图像生成

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

AIGCPythonaicomfycomfyuipython

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
121k stars Python
GitHub

stable-diffusion

图像生成

A latent text-to-image diffusion model

AIGCJupyter Notebook

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for Jupyter Notebook projects
  • Open GitHub for documentation, examples, and issues
73k stars Jupyter Notebook
GitHub

diffusers

图像生成

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

AIGCPythondeep-learningdiffusionfluximage-generation

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
34k stars Python
GitHub

InvokeAI

图像生成

Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products.

AIGCPythonai-artartificial-intelligencegenerative-artimage-generation

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
28k stars Python
GitHub

ml-stable-diffusion

图像生成

Stable Diffusion with Core ML on Apple Silicon

AIGCPython

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
18k stars Python
GitHub

Grounded-Segment-Anything

图像生成

Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

AIGCJupyter Notebook3d-whole-body-pose-estimationautomatic-labeling-systemcaptiondata-generation

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for Jupyter Notebook projects
  • Open GitHub for documentation, examples, and issues
18k stars Jupyter Notebook
GitHub

stable-diffusion-webui-colab

图像生成

stable diffusion webui colab

AIGCJupyter Notebookaiai-artcolabcolab-notebook

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for Jupyter Notebook projects
  • Open GitHub for documentation, examples, and issues
16k stars Jupyter Notebook
GitHub

stable-diffusion-webui-forge

图像生成

lllyasviel/stable-diffusion-webui-forge

AIGCPython

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
13k stars Python
GitHub

HunyuanVideo

图像生成

HunyuanVideo: A Systematic Framework For Large Video Generation Model

AIGCPythondiffusion-modelsdiffusion-transformervideo-generation

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
12k stars Python
GitHub

awesome-ai-painting

图像生成

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

AIGCai-paintingdd5disco-diffusionstable-diffusionstable-diffusion-diffusers

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for software projects
  • Open GitHub for documentation, examples, and issues
12k stars
GitHub

stable-dreamfusion

图像生成

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

AIGCPythondreamfusionguiimage-to-3dnerf

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
8.8k stars Python
GitHub

StabilityMatrix

图像生成

Multi-Platform Package Manager for Stable Diffusion

AIGCC#aiautomatic1111avaloniacomfyui

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for C# projects
  • Open GitHub for documentation, examples, and issues
8.5k stars C#
GitHub

dream-textures

图像生成

Stable Diffusion built-in to Blender

AIGCPythonaiblenderblender-addonimage-generation

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
8.2k stars Python
GitHub

fast-stable-diffusion

图像生成

fast-stable-diffusion + DreamBooth

AIGCPythona1111aicolabcomfyui

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
7.9k stars Python
GitHub

MochiDiffusion

图像生成

Run Stable Diffusion on Mac natively

AIGCSwiftaneappleapple-siliconcoreml

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for Swift projects
  • Open GitHub for documentation, examples, and issues
7.9k stars Swift
GitHub

sygil-webui

图像生成

Stable Diffusion web UI

AIGCPython

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
7.9k stars Python
GitHub

Dreambooth-Stable-Diffusion

图像生成

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

AIGCJupyter Notebookpytorchpytorch-lightningstable-diffusiontext-to-image

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for Jupyter Notebook projects
  • Open GitHub for documentation, examples, and issues
7.7k stars Jupyter Notebook
GitHub

mmagic

图像生成

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

AIGCJupyter Notebookaigccomputer-visiondeep-learningdiffusion

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for Jupyter Notebook projects
  • Open GitHub for documentation, examples, and issues
7.4k stars Jupyter Notebook
GitHub

stable-diffusion-webui-docker

图像生成

Easy Docker setup for Stable Diffusion with user-friendly UI

AIGCShelldockerdocker-compsegradiopytorch

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for Shell projects
  • Open GitHub for documentation, examples, and issues
7.3k stars Shell
GitHub

MoneyPrinterPlus

图像生成

AI一键批量生成各类短视频,自动批量混剪短视频,自动把视频发布到抖音,快手,小红书,视频号上,赚钱从来没有这么容易过! 支持本地语音模型chatTTS,fasterwhisper,GPTSoVITS,支持云语音:Azure,阿里云,腾讯云。支持Stable diffusion,comfyUI直接AI生图。Generate short videos with one click using AI LLM,print money together! support:chatTTS,faster-whisper,GPTSoVITS,Azure,tencent Cloud,Ali Cloud.

AIGCPython

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
6.7k stars Python
GitHub

IP-Adapter

图像生成

The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt.

AIGCJupyter Notebook

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for Jupyter Notebook projects
  • Open GitHub for documentation, examples, and issues
6.6k stars Jupyter Notebook
GitHub

stable-diffusion.cpp

图像生成

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

AIGCC++aicplusplusdiffusionflux

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for C++ projects
  • Open GitHub for documentation, examples, and issues
6.5k stars C++
GitHub

LatentSync

图像生成

Taming Stable Diffusion for Lip Sync!

AIGCPythondiffusion-modelslipsyncresearchvideo-gen

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
5.9k stars Python
GitHub

Awesome-Video-Diffusion

图像生成

A curated list of recent diffusion models for video generation, editing, and various other applications.

AIGCawesomediffusion-modelsmotion-customizationvideo-editingvideo-generation

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for software projects
  • Open GitHub for documentation, examples, and issues
5.7k stars
GitHub

DALLE-pytorch

图像生成

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

AIGCPythonartificial-intelligenceattention-mechanismdeep-learningmulti-modal

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
5.6k stars Python
GitHub