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Photograph a tray of tomatoes next to a 50 mm marker. OpenCV 5 measures and grades each fruit, then an agent decides to retake, review or route the lot.
AI vision that sees blocked drains, reasons flood risk with Bedrock Claude 3.5, acts via SMS alert. Prevents Lagos floods. Built COOL on Graviton4, S3, Lambda, SNS.
Real-time crowd monitoring with AI-powered people tracking, occupancy estimation, and intelligent safety alerts.
AfterMath — an agentic post-disaster loss inventory. OpenCV 5 cross-examines your photos; an agent turns the findings into decisions. The photos tell the truth; the agent makes them prove it.
An OpenCV-powered video inspection prototype that detects moving regions in video footage through an interactive dashboard built with Python and Streamlit.
Take the same photo twice. See what really changed. Sign the proof. OpenCV 5 evidence for renters, with an agent that rules out reflections and shadows.
A camera agent that diagnoses why its own feed is degraded, repairs it with OpenCV 5, verifies the repair, and asks a human before risky changes.
Find every rooftop solar array, and the energy it makes, in one aerial photo, with OpenCV 5.
HealthBridge AI is a developing AI-assisted healthcare information and workflow platform designed to bridge the gap between healthcare information and understanding.
Tracks every rider in traffic video, judges each head separately, confirms no-helmet only after an enlarged second look, and sends unclear cases to human review. Built on OpenCV 5 and AWS.
Finds the flashing in a video that can trigger seizures, repairs only that spot, and re-checks its own repair. The model picks the fix; OpenCV decides if it worked.
Lithora is a AI powered kidney stone detection platform that analyzes CT scan images using computer vision.
An OpenCV 5 agent on AWS Graviton that decides whether a receipt photo can be trusted, then records the expense, asks the owner, or asks for a better photo.
Vision - Screen Guardian is a macOS app that frosts objectionable pictures on a child's screen as they appear, using OpenCV 5 on-device, COOL on AWS Graviton and an AgentCore agent.
A produce-picking cell that inspects each item like a careful shopper with OpenCV 5 on Graviton4, and asks a person exactly where its camera can't be trusted.
OpenCV 5 reads the water level from existing river cameras; an Amazon Nova agent forecasts closures, flags broken gages and asks a human to close flooded low-water crossings.
Photo-verified medication tracking for elderly patients: OpenCV 5 sees which blister pocket was emptied, and an AI agent records the dose or alerts the family.
An agentic visual defect inspector that spends a fixed zoom budget the way a human inspector spends attention — scan the overview, zoom the suspicious regions, escalate when unsure.
Your peace-sign selfie went viral as a security threat. We measured if it actually is.
Free satellite data → a flood-damage and who-is-cut-off map in minutes, then an OpenCV 5 agent re-aligns, zooms and looks again before a human signs off. Live on AWS.
A 2015 drone finds a person from one photo, asks a human "Is this them?", then follows. Flown live: found on its first scan at 0.85; another run followed 90 s, 49 pins.
OpenCV 5 on AWS scans GOES-18 every 10 min for Hawaiʻi wildfires; a Claude agent gathers evidence, a human approves. Lahaina replay: flagged ~6 h before polar satellites.
Is the face on your video call real? Unmask’s agent asks the caller to move, measures the response with OpenCV 5 on AWS, and gives a cautious verdict.
Autonomous industrial vision system using OpenCV 5 active perception & AWS Bedrock to eliminate false rejects through dynamic optical re-scanning and physical machine actuation.
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