invoke-ai/InvokeAI

Project overview

InvokeAI is a self-hosted creative engine for generating and refining visual media using Stable Diffusion and other generative models. It provides a web interface, a Unified Canvas for in/out-painting, and node-based workflows for customizable generation pipelines.

Project type

Model Runtime · Image & Vision

Use cases

Image Processing · Coding & Development

Deployment

Refer to project documentation

License

Apache-2.0

Best for

• Creators and general users who want a self-hosted web interface for image generation and editing.
• Users who need node-based workflows to construct customizable generation pipelines.

Key capabilities

• Runs a locally hosted web server and React UI to interact with the generation tools.
• A fully integrated canvas implementation supporting core generation capabilities, in/out-painting, and brush tools.
• A workflow management solution that enables users to combine node-based workflows with the interface.
• Tools for upscaling generated images.
• Manager and support for embeddings.
• Manager and support for models.

Limitations and risks

• The specific GPU hardware requirements for running the application are not documented.
• Telemetry data collection practices are not documented for this application.
• Users must download or access supported generative AI models independently.

Getting started

• Download the dedicated launcher binary, then run the launcher to install and start the application. No coding is required for setup.

Evidence and sources

• GitHub project description: 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…
• README: 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…
• Release: InvokeAI v6.13.6
• README: Invoke runs a locally hosted web server & React UI with an industry-leading user experience.
• README: 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 unlock…

Reviewed at: 2026-07-17T22:12:15Z