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clarity

identify unknown pills at high accuracy with no test kits required.

watch the demo here!

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what it does

every year at music festivals, college events, and nightlife venues, security teams face a critical question: "what is this pill?" traditional solutions fail when it matters most. chemical test kits cost $20-50 per test and take 5-10 minutes. lab testing takes days. visual identification apps only achieve 60-70% accuracy because they rely on a single photo. we realized most venues already have macbooks on hand—what if we could turn that laptop into a multi-sensor identification system? clarity combines visual ai, physical weight sensing, and database cross-referencing to achieve 95%+ accuracy in 30 seconds, no test kits required.

... read more on the devpost!

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a rapid pill identification system, winner of ucsd's healthlink hackathon

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