Stable Diffusion web UI

Health v2 · maintenance only

Adoption not part of the score

165213 stars · 32601 forks observed · 2026-10-08

What it is AI-extracted, prompt v1, taxonomy v1, 2026-09-21, confidence 0.97

Stable Diffusion Web UI is a Python‑based web application that lets you run Stable Diffusion locally through an interactive Gradio interface. It provides a rich set of features for text‑to‑image, image‑to‑image, inpainting, upscaling and prompt engineering.

Use cases

• Generate high‑quality images from natural language prompts.
• Create variations or edits of an existing picture using img2img or inpainting.
• Upscale low‑resolution photos with AI upscalers like RealESRGAN.
• Run Stable Diffusion locally without needing a cloud service.
• Experiment with prompt matrices and attention weighting for AI art.
• Batch generate multiple images with different seeds or parameters.
• Use the UI to fine‑tune embeddings and textual inversion models.

When to choose

• You want a self‑hosted, feature‑rich UI for Stable Diffusion on your own hardware.
• You need an all‑in‑one solution that includes inpainting, outpainting, upscaling and face restoration.
• You prefer a Python/Gradio based tool that can be extended with plugins and custom scripts.

When to avoid

• You require a headless API or production‑grade inference server.
• Your GPU has less than 2 GB VRAM and cannot meet the minimum requirements.
• You need a commercial license or proprietary support.

Facets

application · maturity active

web-framework image-processing machine-learning deep-learning artificial-intelligence deep-learning computer-vision image-processing windows cli python stable-diffusion gradio txt2img img2img ai-art web-ui open-source linux macos docker web-server

Member repositories

For agents

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