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OpenCV 5 visual-quality gating for bounded AI workflows with explicit human-review escalation.
An autonomous concierge that diagnoses Ring doorbell problems with Amazon Bedrock and tells customers how to fix them, notifying only when something is wrong.
NOVA is an app designed to help the visually impaired.
AI may rewrite the words. AquaSignal blocks semantic drift in freshwater advisories—preserving protective actions, locations, timing, audiences, and conditions before public release.
After the storm, sample what matters
Le modèle de bourses favorisait les grands centres (48 % vs 27 %). Nous neutralisons la pénalité régionale et ses proxys : 40 % d'octroi partout, 94,6 % d'exactitude contre le mérite réel.
Turn citizen observations of urban streams into trusted, traceable evidence that researchers and One Health systems can understand, review, and reuse.
Intelligent virtual camera tracking for precise alignment in free-space optical communication.
A scholarship model cut remote students’ odds by 9×. We removed the penalty. Equal-opportunity gap: 0.283 → 0.045
OneSeva: One app for every government service, making access simple, secure, and transparent.
FarSeat shows students and teachers which slide text may be too small from different classroom seats, so they can improve presentations before class.
We built an AI system that doesn't just predict your electricity bill it tells you why it's high and how to lower it using explainable AI, all through a simple software dashboard .
Detect Early. Understand Better. Protect Vision.
ClassBridge turns any classroom accessible, live captions, gaze tracking, sign-language support on any laptop, so every student keeps up their own way
Turning uncertain eDNA detections into explainable scientific insights and smarter sampling decisions for freshwater ecosystems.
Freelancers and clients fight over what "done" means. SpecPay turns a brief into milestones, holds the money in PayPal, and releases it only when an AI review confirms the work meets the spec.
AquaLedger answers water questions in 26 languages using only real EEA data. Every number is checked against its source, or the answer is withheld. Built for the OneAquaHealth challenge.
This web app lets users view and analyze data on fraudulent transactions and hosts an ML model that predicts whether a Solana transaction is fraudulent based on a basic score.
An AI-powered travel platform that generates personalized itineraries, smart recommendations, and an interactive assistant for travelers
You awake into a void, soft, friendly & full of mystery. Who you are and what comes next are all a mystery. A world ever changing, adapting & evolving through your interactions, on a journey unknown
**Connecting who you are today with the person you used to be.**
An AI-powered satellite mapping system utilizing Sentinel-1/2 data to detect flood damage, severed infrastructure, and isolated settlements for rapid disaster response.
Language is no longer Barriers
Turn building floor plans into optimized CCTV layouts. Estimate coverage, account for wall-blocked visibility, and identify blind spots while meeting a target coverage level with fewer cameras.
