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Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

I don't have team — Demo video

THE PROBLEM Blind and low-vision people face unfamiliar places without knowing what's ahead. Doors, stairs, road crossings, crowds and signs are hard to anticipate, so people often depend on asking strangers or memorizing routes beforehand. That limits independence, especially in new settings like a first day at college. WHAT IT SOLVES LuminaRoute is an AI awareness aid that describes the space ahead in plain, spoken words before the user steps forward. It flags hazards like stairs and roads early, points out door handles and buttons, reads signs and room numbers aloud, and helps find seats and counters. SAM 3.1 sees the scene, Muse Spark turns it into short, safety-aware guidance, and the result is spoken hands-free. New places become familiar, and users move with more confidence and less need to ask for help. Awareness aid only. Does not replace a white cane, guide dog or human assistance.

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