InvokeAI: a professional creative engine for visual media with a unified canvas and node-based workflows

What it solves

Invoke provides a professional-grade creative engine for generating and refining visual media using AI. It solves the problem of making complex AI image generation tools accessible and controllable for professionals and enthusiasts by providing a high-quality web-based user interface and structured workflows.

How it works

Invoke operates as a locally hosted web server and React UI. It integrates a wide variety of AI models (such as Stable Diffusion, Flux, and CogView) and provides a professional creative suite including a Unified Canvas for in-painting and out-painting, a node-based architecture for building custom generation pipelines, and a gallery system for managing assets and metadata.

Who it’s for

It is designed for digital artists, visual media professionals, and AI art enthusiasts who want a local, controllable environment to iterate on images and build production-ready workflows.

Highlights

• Unified Canvas: A fully integrated space for in-painting, out-painting, and brush tools to use AI as a creative collaborator.
• Node-Based Workflows: A flexible system for combining UI ease with customizable generation pipelines.
• Broad Model Support: Compatible with a vast array of models including SDXL, Flux.1, and SD 3.5.
• Asset Management: An organized gallery with rich metadata for easy remixing and recall of prompts and settings.
• Object Segmentation: Integration of SAM/SAM2 for precise object selection.