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Open-source decision layer for robot fleets. Robots decide on-device in milliseconds, Nemotron approves every action that can't be undone, and the fleet keeps working when the network drops.
Never Unknow the Unsafe
Turning E-Waste into Smart Value with AI
Wildlife Sentinel unifies OpenCV 5, YOLOv8 & Kalman kinematics on AWS Graviton to stop double-counting, cut compute 70% via active perception, and autonomously triage wildlife threats via Bedrock MCP.
A lightweight YOLOv8-nano system that detects fabric defects in real time on low-cost edge hardware, with a web dashboard, making automated quality control affordable for small textile mills.
Teaching a humanoid a move? Record one take and Showhand names the seconds to show again. On my three takes it sent back 4 of 20 seconds, measured on a simulated Unitree G1.
An ambient Fire TV experience on Vega OS that adapts playback to room presence, viewer attention, and hand gestures using on-device computer vision.
Turning any camera and Alexa into eyes that speak — real-time ambient visual guidance for 2.2 billion people with vision impairment.
The world's first 100% mathematically verified distributed cyber-physical neural system merging Zero-Knowledge algebraic proofs with volumetric holographic AI.
Before you trust a skin-score change, check the lighting.
"Solving [insert specific problem, e.g., real-time safety monitoring / defect detection] by uniting OpenCV’s powerful image processing with AWS’s cloud intelligence."
MalariaScope: snap a slide, AI spots the parasites, the technician verifies, density appears. Faster, reliable, honest malaria diagnosis.
We built BytePi4 to run real time PCB defect AI on a Raspberry Pi 4 without burning it out. It auto tunes load on the fly so factory inspections never drop a beat.
An inspection loop where the camera moves because of what the pixels say: ArUco homography, NCC part checks, Otsu residuals — too dark or blurred, the agent repositions and re-measures.
AI computer vision spots ocean ghost nets from drone feeds, models 48h drift vectors using ocean current physics, and auto-mints geofenced Web3 smart contract bounties for fisherman retrieval.
An inspection partner that helps you spot what matters, capture the evidence, and turn every observation into a clear next step.
Saving the damsels/dudes in distress at concerts, live events and festivals from cardiac arrest and heat strokes. MoshSpot sees someone go down in a dense crowd and calls the nearest EMT to them.
A wearable Edge-AI system that maps digital RGB camera streams into safe micro-current electrical frequencies to restore color perception for the visually impaired.
Privacy-first edge CV ergonomics (REBA/NIOSH) on AWS IoT.
Manual infant length readings are error-prone. NDM Vision uses an OpenCV camera node to measure length at the edge, feeding WHO z-scores and a cloud telehealth dashboard for remote clinicians.
A low-cost robot that searches a building with no map and tells firefighters where the casualty is, before anyone goes in.
OpenCV 5 change detection between two visits of a place: typed events, calibrated confidence, coverage of what it did not see. Human-gated.
Offline AI that detects dashcam collisions with YOLO, narrates scenes via local VLMs, blurs faces/plates for privacy, and exports insurance-ready PDF reports — no cloud needed.
ProofPack helps packing teams turn OpenCV 5 measurements into correction requests, verify fresh evidence, and withdraw stale results when a kit changes.
