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GitHub - manas15/try-on: LiveLook — Real-time virtual try-on with gesture control, powered by Decart's Lucy VTON model
manas95 · 2026-05-21 · via Hacker News: Show HN
live-look-in-compressed.mp4

At Google I/O 2026, Demis Hassabis highlighted DeepMind's focus on World Models as a critical step toward AGI. With real-time video editing via natural language already here, it got me thinking about the immediate applications for entirely new, dynamic user interfaces — and the fitting room was the first thing that came to mind.

What if we could replace crowded, busy fitting rooms in retail stores with intelligent screens?

LiveLook is a real-time virtual try-on app that completely changes the browsing experience. It uses real-time video diffusion to render garments onto you — live, as you move.

How It Works

  • Real-time garment rendering — Uses the Lucy VTON model (by Decart) to render clothing onto a live webcam feed in real time via WebRTC.
  • Gesture-based browsing — Swipe your hand to browse the product catalog and give a thumbs up or OK sign to add items to your cart, all powered by Google MediaPipe.
  • Voice control — Search for products by speaking, using the Web Speech API.
  • Zero UI friction — No buttons needed. Browse, try on, and shop entirely through natural gestures.

Tech Stack

  • Next.js (App Router) — Frontend and API routes
  • Decart SDK (@decartai/sdk) — Real-time video diffusion streaming
  • MediaPipe Tasks Vision — Hand landmark detection and gesture recognition
  • Web Speech API — Voice-controlled product search
  • Tailwind CSS — Styling

Getting Started

# Install dependencies
npm install

# Add your Decart API key
echo "DECART_API_KEY=your_key_here" > .env.local

# Run the dev server
npm run dev

Open http://localhost:3000 and allow camera access.

Get a Decart API key at platform.decart.ai.

License

MIT