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An API for AI developers that collects human-written training data and keeps only what open models on Nebius validate.
Let the surgery be safe and clean😅🤍🫠
An OpenCV 5 agent that investigates every camera-trap trigger, calls a second model when its tools disagree, and holds every alert for a person. 93.5% correct on real data vs 71.9%.
Git for the physical world: ask Alexa+ where you left anything, diff your workbench, and lint your home for hazards.
An OpenCV 5 agent that tells you where to put the calibration board next, rejects bad frames with a reason, asks before changing the lens model, and stops when the estimated error is on target.
River discharge from video for rivers nobody gauges: an OpenCV 5 agent that repairs bad footage, measures flow in m³/s, and refuses or asks a human when it can't be trusted.
Autonomous industrial inspection platform powered by OpenCV 5, AWS Graviton (COOL), and agentic MCP perception-decision loops.
Autonomous closed-loop visual inspection using OpenCV 5 & AWS Graviton. Real-time vision actively alters agent plans, modulates sensor parameters, and dispatches CloudWatch telemetry.
Agentic Vision for Livestock assets
Your AI Workout Coach — Move Better, Train Smarter, Improve Every Rep
AI-powered sports replay system that detects highlights, tracks players, and generates novel camera angles and first-person perspectives from a single video.
A shop's Ring camera keeps the bill: it sees what leaves each shelf, names it from the shop's own photos, tracks stock, and leaves anything unsure for a person to check at the exit.
Breaking communication barries by turning sign language and body movements into speech . Your Signs. Their voice
A calm living-room movement garden. Move your way, grow three blooms, and return to a garden that remembers.
Turn football viewing into an interactive tactical experience: pause the action, follow players, ask questions, and explore passing options—all with your Fire TV remote.
GhostFirst lets voice assistants check suspicious links with a disposable browser that watches what the page does, like a form that appears only after loading, before anyone opens it.
Pay Smart. Stay Safe.
Built duplicate image detection system using FastAPI, CLIP, FAISS, perceptual hashing, ORB to identify identical or modified images and reduce redundant storage through reference-based deduplication
Concrete crack widths in millimetres from one phone photo and a printed marker. An OpenCV 5 inspection agent on AWS Lambda (Graviton) that asks a person when the evidence is weak.
Pick your own sports commentator on Fire TV, and ask it "why?" out loud.
An AI agent that checks PPE, re-checks, then calls a human
You’ve had hands your whole life. Why does your computer still need a mouse? MIRA turns your hand gestures into everyday controls. Move, click, scroll, or change the volume—just by moving your hand.
GlitchHunterAn OpenCV 5 agent that finds 3D, physics and rendering bugs in game builds, bisects each one to the commit that caused it, verifies a fix, and asks a human before filing.
AI-powered traffic coordination with smart signals, vehicle tracking, ambulance prioritization, and GitLab-driven automated testing, security, and deployment.
