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HackathonMar21-2024 (2nd Place Winner) - Theme: Safety in Visual AI

Problem

Target audience: Elderly with memory loss or early dementia

Goal: Enable independent living through spatial awareness technology

Key challenge: Memory issues make locating everyday items and remembering simple tasks difficult and can compromise safety

Why this is important

  • About 40% of people aged 65 or older have age-associated memory impairment—in the United States, about 16 million people. Only about 1% of them will progress to dementia each year. (National Institute on Aging, 2004)
  • 77 percent of adults 50 and older want to remain in their homes for the long term—a number that has been consistent for more than a decade. (AARP, 2021)

Elephant System Overview

  • Spatial language model that tracks the location of items in a living space
  • Natural language interface ("Elephant, where are my keys?")
  • Item registration system with personalized labeling
  • Health monitoring capabilities (emergency alerts, built-in privacy and security safeguards)

🔗 Presentation Link ⬇️

Elephant

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