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Gym&I brings a coach to your gym: a camera tracks your movement while your iPhone counts reps and gives spoken cues, so you can focus on lifting and not your screen.
this project analyses the civic problem like road damage and generates report on it
Student starter pack- Personalized assistant
Evidence-first satellite analysis for flood screening, infrastructure exposure and access risk.
Keep the full label, guide a closer field photo, and confirm a reading linked to both originals. OpenCV 5, AWS, and native agent tools make each next step explicit.
Interactive 3D cardiac risk mapping with explainable, uncertainty-aware AI.
Paste a bounty or hackathon's rules, get a go/no-go for you: country eligibility, payout rails you can actually receive, AI policy, and the deadline in your time zone.
A talking help station that finds free city resources in Houston: pick a language, ask out loud, and hear the nearest free food, shelter or clinic that’s open now.
Use what you have. Share what you spare. BiteDown tracks your food, keeps track of its spoilage, suggests what to cook next with Gemini, and helps you share extras with friends.
An edge-to-cloud Physical AI node that detects road hazards via Arduino hardware interrupts and dispatches maintenance crews in under 3 seconds using Nebius vision models and NVIDIA Nemotron.
Over 30% of MRI review time is lost to inefficiencies. Our platform provides AI-powered, non-diagnostic MRI checks, visual pattern insights, and plan prioritization to help speed up clinical review.
Not every voice needs sound. CelestiSign turns ASL fingerspelling into an exciting multiplayer adventure, bringing people closer together, one sign at a time.
A personal AI tutor that teaches only from your own notes, cites the page for every answer, and adapts quizzes to what you struggle with. Built with (add each as a tag) python, streamlit,
Inverse-design tool for urban air mobility rotors — thrust, noise, and structural targets in, optimized 3D blade geometry out, in under one second.
CardioVision 3D projects AI risk onto an interactive 3D heart, mapping vessel-specific CAD (LAD/LCX/RCA) and SHAP explainability into plain English for doctors and patients.
HearSafe AI: Your AI-powered hearing guardian that detects dangerous noise levels and emergency sounds in real time, keeping you safe and aware of your surroundings.
Next vision to learning trading
An AI agent that audits your trading bot's real trade history with 6 statistical gates and tells you, in plain English, whether its profits are an edge or just luck.
An AI-powered cybersecurity agent that unifies reconnaissance, vulnerability scanning, threat intelligence, malware analysis, and incident response through intelligent.
Lets be sustainable!
OpenCV 5.0.0 edge vision: cv2.dnn detection + MOG2 motion + zone/dwell logic, real alerts to S3, EventBridge and SQS. 23.3 ms p50.
When 911 is jammed, no one should hear hold music. LifeLineAI answers overflow calls, gets the rescue details, and ranks every case by danger on a live map for human dispatchers.
MAR: Making computer accessibility affordable through eye tracking, multimodal AI, and hands-free control using just a webcam.
An AI-agentic ecosystem bridging the gap between student innovation, academic research, and institutional venture incubation.
