AI · Web app

Real-Time Latent Consistency Model Image-to-Image ControlNet

Interactive demo for real-time sketch-to-image generation using LCM and ControlNet

Visit huggingface.co ↗

This is an open-source Hugging Face Space created by Radamés Ajna demonstrating low-latency image generation. It combines Latent Consistency Models (LCM) with ControlNet over WebRTC to transform rough sketches or webcam feeds into rendered art on the fly. It serves as a browser-based proof-of-concept for real-time generative diffusion.

What it's for

  • Test real-time sketch-to-image generation directly in a browser
  • Experiment with Latent Consistency Model inference speeds using WebRTC
  • Inspect or duplicate the Space's code to run local real-time diffusion pipelines

Features

  • Near-instant image-to-image rendering using Latent Consistency Models (LCM)
  • ControlNet integration for sketch and pose conditioning
  • WebRTC streaming for ultra-low latency updates
  • Text prompt input to guide style and content
  • Open code available via Hugging Face Spaces

Pricing

Open source. Free Hugging Face Space; code is open source

Details

Type
Web app
Category
AI
Topic
Image Generation
Open source
Yes
Platforms
Web
For
AI researchers, creative coders, and digital artists exploring real-time diffusion
Alternative to
Krea AI
Tags
diffusion, lcm, controlnet, real time, hugging face, webrtc

Why it was saved

  • @realrileybrown, 14 November 2023: Allows anyone to test and experiment with real-time AI drawing technology in a web browser for free.

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