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An AI digital twin that spots pollution spikes in real time, explains them using sensor data and camera images, warns residents by voice, and closes the loop when it's fixed.
An AI-powered assistant for Meta Aria glasses that describes your surroundings, answers questions by voice, and provides spoken warnings to help you navigate the world with greater confidence.
SmartTraffic AI — Vision Edition aims to improve urban traffic monitoring through computer vision.
Cameras record known threats but don’t recognize them. Presence alerts security within seconds when a flagged person appears on any camera. A human confirms every alert. It finds missing people too.
Lost in a UCF building? Point your phone, pick a room, and follow a glowing AR path on the floor to the door. Doorway finds you from walls and room signs, fully offline.
Are you a big sub fan? Do you eat them almost daily but feel unrewarded? In the SubDub Club, you can track your daily sub streak and rank it against sub eaters worldwide. Show off your sub pride!
Robot which can play video games! This project uses 3d printed hardware, custom electronics, computer vision, and web sockets to play video games for you.
Our app helps visually impaired people find their way on their own. Just look around the room, and we’ll locate the seat, the exit, or whatever you need, then guide you there until reached.
A coding assistant that turns english written requests into fully finished code by matching reusable templates and letting a local AI fill in the blanks to help reduce token usage.
Think of CodeGuardian as a safety net for your code. It catches bugs and security risks in your commits automatically, so you can deploy fast without breaking things."
déjà-view helps people with face blindness or memory loss reconnect, using smart glasses or a camera to reveal names, relationships, and past conversations-bringing loved ones closer.
Spotlight turns robot data into actionable insights.
An agent that discovers who audiences actually are from Qloo's taste graph, maps them by taste rather than geography, and ranks your film slate for any buyer you can describe.
Every face has a story to it. Remember it.
Tomorrow, Me. Talk To Your Future
Review a shared parts receipt, split every cent, and create PayPal invoices tied to the source.
AI Credit Committee turns a week of credit analysis into 30 seconds: AI agents read a company’s filings and loan contract, argue both sides, and decide whether to lend.
Not sure what to grow? AgriSense uses real agricultural data and AI to recommend crops and fertilizers based on your location, land size, and needs, helping you grow with confidence.
An AI-powered learning platform that helps students understand concepts, explore study materials, and learn smarter with personalized AI tutoring.
RiHab is an Arduino-powered wearable that gamifies physical therapy. By tracking joint motion, speed, and stability, it delivers real-data-driven recovery scores to patients and providers.
Text Kind Tides on a rough day and get a gentle tide report back, while your message floats out of a treasure chest in a living underwater reef.
One mission. A whole community behind it.
FinGuard helps you save smarter, spot scams, and take action—all guided by your rules.
Not so fly in impromptu debate? Speak Up!
