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GRIDPRINT: checks whether a video is real by reading the power-grid frequency (ENF) from rolling-shutter light flicker with OpenCV 5, matching it to grid reference logs. Agentic pipeline on AWS Graviton. OpenCV AI Competition 2026.
A webcam and printed ArUco markers estimate how likely a stack of boxes is to fall before the next box goes on. OpenCV 5 builds a digital twin, MuJoCo runs a Monte Carlo simulation on AWS Lambda, and an agent says place it, ask, or move it.
Read any analog gauge from a phone photo with OpenCV 5, then an agent on AWS decides: log it, ask for a better photo, or hold a work order for a person to approve
Agentic camera-health AI on OpenCV 5: diagnoses 11 camera faults, predicts lost detector accuracy without labels, repairs, verifies and escalates. Bedrock agent via MCP, live on AWS Graviton4.