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SLAM that knows when it is lying: an OpenCV 5 agent diagnoses tracking failures, applies one bounded fix, verifies it, and rolls it back if it did not help. Every decision is audited.
CLEARPATH: an AI that looks before it leaps. CLEARPATH is the school-safety AI that refuses to evacuate on a single detection: it gathers visual evidence, measures its own uncertainty.
Dashcam video → OpenCV 5 measures every pothole in m² → an AI agent drafts repairs → a human approves → the next drive verifies the fix. Live on AWS with Amazon Nova.
Satellite intelligence for a changing environment.
Guides the move-out photo back to the exact move-in shot, then flags only real changes for landlord and tenant to review. Built on OpenCV 5 and AWS.
A camera that forecasts landslides: OpenCV 5 measures ground creep to 0.005 px, forecasts the failure window, an AI agent re-checks it, and a person decides.
Predict industrial collisions before they happen. SENTINEL ZERO uses OpenCV 5, multi-camera spatial tracking, and uncertainty-aware risk forecasting to visualize hazards in a simulated workcell.
An agentic AI that keeps camera fleets healthy: OpenCV 5 finds 11 faults, predicts lost AI accuracy without labels, repairs and verifies fixes, and escalates the rest. Live on AWS.
Help small workshops without vibration sensors spot changes in machine vibration using a slow-motion phone video—and know when a closer inspection is needed.
ClipCup turns long-form horizontal videos into engaging 9:16 vertical shorts by combining LLM highlight discovery with OpenCV YuNet face tracking for smooth, scene-aware auto-reframing.
A bird and a drone look the same at 30 fps. Only the drone hums. Event cameras + OpenCV 5 on COOL/Graviton4 confirm drones by propeller hum: 25% fewer false alarms, same recall.
CrowdShield AI uses computer vision to detect people, monitor crowd density, and identify congestion risks, helping authorities respond faster, prevent stampedes, and protect lives.
Supercharging Nemotron inference: 2x faster, 60% leaner, zero quality loss.
OpenCV 5 visual inspection on AWS: compare a product with its reference, flag visible changes, explain each step, and save evidence with a human review decision.
Turning Energy Auditing into Continuous Intelligence.
RoadGuard AI uses OpenCV and AI to detect potholes and road cracks, assess damage, and generate location-based repair reports, helping authorities improve road safety.
Tell a camera its job in Uzbek, Russian or English. Ko'z builds it from OpenCV 5 blocks, tests and fixes itself on live frames, blurs faces, and stops when it sees a toilet or bed.
Voice guidance for blind visitors in any building, after two volunteers walk it with their phones for 15 minutes. No beacons; 1.4 cm on benchmark video.
A camera that spots missing helmets and vests, saves every violation automatically with head and face areas blurred, and lets supervisors download logs as CSV or ZIP.
The problem: Small e-commerce businesses pack orders manually. Missing items or incorrect product variants lead to extra shipping costs, returns, and unhappy customers.
An agent that measures a wound from a phone photo with OpenCV 5 on AWS, checks its own outline, coaches a better photo, catches a misprinted card, and asks a nurse when healing stalls.
Jharia's coal seams have burned since 1916. We track every fire from Landsat with OpenCV 5, project its spread 48 days out, and an agent closes threatened roads. A person reopens them.
A safety inspector that looks twice.
Ask your video where things are. Every answer comes with the frame that proves it.
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