InvokeAI is a locally hosted creative engine for generating, refining, and iterating on visual media using Stable Diffusion and other generative AI models. It provides a web-based UI, a Unified Canvas for in/out-painting, and a node-based workflow management solution for customizable generation pipelines.
Project overview
The project combines a local web UI, an integrated canvas for in/out-painting, and node-based workflows for customizable image generation pipelines without requiring coding skills.
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 seeking a self-hosted, web-based interface for Stable Diffusion image generation who prefer a setup process that does not require coding.
Key capabilities
Runs a locally hosted web server and React UI to provide a graphical user interface for users.
A fully integrated canvas implementation supporting core generation capabilities, in/out-painting, brush tools, and additional editing functions.
A workflow management solution enabling users to build and combine node-based workflows for customizable generation pipelines.
Provides tools for upscaling generated images.
Includes a manager and support for using embeddings.
Includes a manager and support for handling models.
Limitations and risks
Users must download or access supported generative AI models to use the application.
GPU requirements, minimum hardware specifications, and telemetry practices are not documented.
Getting started
The setup difficulty is rated as easy because the project provides a dedicated launcher binary. Users download the launcher and run it to install and start the application.
Alternatives and comparisons
A Gradio-based web UI for Stable Diffusion offering txt2img, img2img, inpainting, upscaling, and model training capabilities.
Leverages rich and diverse priors encapsulated in a pretrained face GAN for blind face restoration.
Decouples visual encoding into separate pathways for understanding and generation while using a single unified transformer.
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…