invoke-ai/InvokeAI

Features

• Stable Diffusion Web Interfaces - Provides a professional-grade web interface for generating and editing images using local diffusion models.
• Self-Hosted AI Platforms - Acts as a self-hosted platform for managing generative models and automating image production pipelines.
• Generative AI - Provides a creative environment for inpainting, outpainting, and image-to-image transformations.
• Local Generative AI Hosting - Allows running image generation tasks entirely on local hardware to ensure data privacy and asset ownership.
• Local Model Orchestrators - Orchestrates and executes generative models locally to ensure data privacy and offline capability.
• Inpainting and Outpainting Tools - Provides professional-grade tools for image synthesis, inpainting, and outpainting.
• Generative Media Pipelines - Facilitates image creation and refinement using diffusion models through a node-based workflow system.
• Canvas-Based Image Editors - Offers an integrated canvas interface for layer-based manipulation, inpainting, and outpainting.
• AI Model Management - Provides a centralized interface for organizing and deploying foundational models, checkpoints, and adapters.
• Diffusion Models - Supports execution of diverse generative model architectures including standard diffusion and specialized models.
• Node-Based Generative Pipelines - Provides a node-based graph system for building reproducible and automated image generation workflows.
• AI & Machine Learning - Local visual media generation using AI technologies.
• Generative Media Tools - Creative engine for Stable Diffusion.
• Fine-tuned Model Deployment - Centralizes the organization and deployment of foundational models, checkpoints, and fine-tuning assets.
• Pipeline Customizers - Enables construction of custom generation pipelines by connecting modular processing nodes.
• Media Asset Managers - Organizes generated media assets while preserving metadata for easy recall and remixing.
• Layered Canvas Composition - Provides a persistent multi-layer canvas workspace for precise inpainting and outpainting operations.
• Metadata-Preserving Galleries - Stores generated media with original parameters to facilitate the recall and remixing of creative work.
• WebSocket Synchronization - Synchronizes real-time progress and status updates between the backend engine and the browser interface.
• Directed Acyclic Graph Engines - Executes complex image generation tasks by chaining modular nodes into directed acyclic graphs.

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