invoke-ai

    invoke-ai/InvokeAI

    #280 this week

    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.

    ai
    ios
    ai-art
    artificial-intelligence
    generative-art
    image-generation
    img2img
    Python
    Apache-2.0
    28.2K stars
    3.0K forks
    28.2K GitHub watchers
    Updated 9/11/2026
    View on GitHub

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    Use Cases & Benefits

    • Empowers users to generate and create visual media using AI-driven Stable Diffusion models through a web-based UI and workflow system.
    • Provides an industry-leading, locally hosted web UI with node-based workflows and unified canvas for flexible, customizable image generation pipelines.
    • Use for professional artists and designers to create and refine AI-generated images with inpainting, outpainting, and brush tools on a unified canvas.
    • Use for developers and researchers to build and share custom AI image generation workflows combining multiple models and processing steps.
    • Use for content creators to organize, store, and remix generated images with rich metadata in an integrated gallery and board management system.

    About InvokeAI

    project hero

    Invoke - Professional Creative AI Tools for Visual Media

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    Invoke is a leading creative engine built to empower professionals and enthusiasts alike. Generate and create stunning visual media using the latest AI-driven technologies. Invoke offers an industry leading web-based UI, and serves as the foundation for multiple commercial products.

    • Free to use under a commercially-friendly license
    • Download and install on compatible hardware
    • Generate, refine, iterate on images, and build workflows

    Highlighted Features - Canvas and Workflows

    Documentation

    Quick Links
    Installation and Updates - Documentation and Tutorials - Bug Reports - Contributing

    Installation

    To get started with Invoke, Download the Launcher.

    Troubleshooting, FAQ and Support

    Please review our FAQ for solutions to common installation problems and other issues.

    For more help, please join our Discord.

    Features

    Full details on features can be found in our documentation.

    Web Server & UI

    Invoke runs a locally hosted web server & React UI with an industry-leading user experience.

    Unified Canvas

    The Unified Canvas is a fully integrated canvas implementation with support for all core generation capabilities, in/out-painting, brush tools, and more. This creative tool unlocks the capability for artists to create with AI as a creative collaborator, and can be used to augment AI-generated imagery, sketches, photography, renders, and more.

    Workflows & Nodes

    Invoke offers a fully featured workflow management solution, enabling users to combine the power of node-based workflows with the easy of a UI. This allows for customizable generation pipelines to be developed and shared by users looking to create specific workflows to support their production use-cases.

    Invoke features an organized gallery system for easily storing, accessing, and remixing your content in the Invoke workspace. Images can be dragged/dropped onto any Image-base UI element in the application, and rich metadata within the Image allows for easy recall of key prompts or settings used in your workflow.

    Other features

    • Support for both ckpt and diffusers models
    • SD1.5, SD2.0, SDXL, and FLUX support
    • Upscaling Tools
    • Embedding Manager & Support
    • Model Manager & Support
    • Workflow creation & management
    • Node-Based Architecture

    Contributing

    Anyone who wishes to contribute to this project - whether documentation, features, bug fixes, code cleanup, testing, or code reviews - is very much encouraged to do so.

    Get started with contributing by reading our contribution documentation, joining the #dev-chat or the GitHub discussion board.

    We hope you enjoy using Invoke as much as we enjoy creating it, and we hope you will elect to become part of our community.

    Thanks

    Invoke is a combined effort of passionate and talented people from across the world. We thank them for their time, hard work and effort.

    Original portions of the software are Copyright © 2024 by respective contributors.

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