Invoke AI

About

Invoke AI is a professional-grade open-source Stable Diffusion toolkit designed for artists and creators who need advanced image generation capabilities beyond what basic web UIs offer. Its most distinctive feature is the unified canvas that supports layers, masks, and blending — much like Photoshop for AI image generation. This allows artists to composite AI-generated elements with manual edits, use inpainting with precision masks, outpainting to extend images beyond their original boundaries, and ControlNet integration for guided generation based on poses, edges, or depth maps. Invoke AI also features a node-based workflow editor similar to ComfyUI for creating complex multi-step generation pipelines. The tool runs locally on your hardware, ensuring complete privacy for sensitive creative work, and supports all major Stable Diffusion model formats including SD 1.5, SDXL, SD 3.5, FLUX, and community LoRAs. Invoke AI workflow is designed for iteration: you generate multiple variations, edit specific parts, adjust parameters, and refine until you achieve the desired result. For professional digital artists, concept designers, and illustrators who need AI as part of a broader creative workflow rather than a standalone generator, Invoke AI provides the most mature and feature-complete open-source solution available. Compared to AUTOMATIC1111 which focuses on parameter exploration, Invoke AI focuses on artistic production with a canvas-first approach.

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