Sygil-Dev/sygil-webui

What it solves

Sygil-WebUI provides a browser-based interface for Stable Diffusion, making it easier for users to generate images, edit them, and manage the underlying AI models without needing to write code.

How it works

It acts as a graphical user interface (GUI) for the Stable Diffusion latent text-to-image diffusion model. It offers two primary interfaces: a modern Streamlit-based UI and a legacy Gradio-based UI. The system integrates various samplers (like K-Diffusion), image enhancers, and tools for prompt engineering, allowing users to interact with the diffusion process through a browser.

Who it’s for

Digital artists, AI art enthusiasts, and users with varying GPU hardware, including those with lower-end GPUs (tested working on 4GB VRAM).

Highlights

• VRAM Optimization: Optimized mode allows 512x512 generations on GPUs with as little as 4GB VRAM.
• Advanced Prompting: Supports prompt weighting, negative prompts, and a prompt matrix for generating multiple combinations of prompts.
• Image Enhancement: Built-in support for GFPGAN for face restoration and RealESRGAN for image upscaling.
• Creative Tools: Includes a loopback feature for img2img, mask painting for inpainting, and CLIP Interrogator for image-to-text conversion.
• Model Management: Supports textual inversion training and the use of custom embeddings.
• Dynamic Preview: Provides a live preview of images as they are being generated.