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Real-Time Sign Language Translation via WebRTC & Vision Models – Roast Uvilox AI!

Pallav Burnwal
Pallav Burnwal
Level 3, Regular, Silver league, Early Bird badge

Hey founders! I'm building Uvilox AI, an AI accessibility platform that translates sign language (hand gestures via MediaPipe/TensorFlow) into spoken voice and text in real time during live WebRTC calls.

The Concept:

  • Problem: Over 430M people with hearing loss face major barriers in telehealth, emergency calls, and standard voice communication.
  • Solution: A sub-second gesture-to-speech translation layer embedded directly into browser/mobile video calls.

Where I want brutally honest feedback:

  1. Technical Viability: Is sub-second computer vision inference over live video streams scalable without massive GPU costs?
  2. Product-Market Fit: Would emergency services or telehealth providers integrate an API for this, or is direct-to-consumer mobile app the better route?
  3. User Experience: What critical edge cases in real-time gesture recognition am I likely overlooking?

Tear the idea, architecture, or business model apart!

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