replicate/scribble-diffusion

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

2977 stars · 593 forks observed · 2026-08-28

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

Scribble Diffusion is an open-source Next.js web application that turns rough sketches into refined images using the ControlNet scribble model via the Replicate API. It provides a React browser UI for drawing, a server-side API route for model inference, and Tailwind CSS styling.

Use cases

• turn a rough sketch into a polished image with AI
• self-host a sketch-to-image web app
• build a demo app calling Replicate models from Next.js
• experiment with ControlNet scribble-to-image generation
• learn how to integrate ML models into a web app

When to choose

• you want a ready-made sketch-to-image web app powered by ControlNet
• you need a reference implementation for calling the Replicate API from Next.js
• you want to self-host a simple generative image demo

When to avoid

• you need offline/local model inference without a Replicate API token
• you need a production-grade image editing tool rather than a demo
• you want a library or SDK to embed in your own app rather than a standalone application

Facets

application · maturity maintenance

image-processing machine-learning web-framework http-server artificial-intelligence image-processing web-development deep-learning cross-platform controlnet sketch-to-image nextjs replicate-api generative-ai tailwindcss react nodejs web-server

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markdown · JSON · MCP: product_card(name="replicate/scribble-diffusion")