Stable Diffusion web UI

Health v2 · maintenance only

Adoption not part of the score

164679 stars · 30561 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A browser-based web interface for Stable Diffusion image generation, built with Gradio in Python. It supports txt2img, img2img, inpainting, outpainting, upscaling, face restoration, embeddings/textual inversion, and extensive prompt and sampler controls.

Use cases

• generate images from text prompts
• convert sketches into finished images with img2img
• inpaint or outpaint parts of an existing image
• upscale and restore faces in AI-generated images
• train textual inversion embeddings on a consumer GPU
• experiment with samplers, seeds, and prompt attention syntax
• run Stable Diffusion locally without writing code

When to choose

• you want a full-featured local UI for Stable Diffusion on your own GPU
• you need advanced features like inpainting, X/Y/Z plots, and embedding training
• you want a large community, extensions, and extensive documentation

When to avoid

• you have no compatible GPU or limited VRAM
• you need a hosted or API-first solution rather than a local web UI
• you want a minimal, lightweight interface with fewer options

Facets

application · maturity stable

stable-diffusion image-processing machine-learning deep-learning gui gpu-computing artificial-intelligence image-processing graphics media cross-platform python stable-diffusion txt2img img2img inpainting outpainting upscaling gradio ai-art textual-inversion face-restoration web-server gpu

Member repositories

For agents

markdown · JSON · MCP: product_card(name="AUTOMATIC1111/stable-diffusion-webui")