Peacasso is a user interface (UI) tool developed by Victor Dibia to help users generate art and experiment with AI image generation models, specifically stable diffusion models. It is open source software available on GitHub.Key features of Peacasso:
Provides an easy-to-use UI for interacting with stable diffusion models to generate images from text prompts or source images
Supports text-to-image generation, image-to-image generation, and image inpainting
Includes both a Python API for low-level access and a web UI with good defaults for basic functionality
Aims to help users find good prompts, explore capabilities of models, iterate and refine results, and understand model outputs
Still in development with plans for additional features like prompt recommendation, workflows for applications like generating tiles or videos, and model explanations
The architecture consists of core modules for image generation built on the HuggingFace Diffusers library, and a web API with a FastAPI backend and React frontend.It is designed based on principles from communication theory and human-AI interaction guidelines to provide an intuitive interface. Goals include easy installation, good defaults, and exposing experimentation features over time.
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