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GithubIn hazardous or restricted areas, crossing the boundary itself is a risk indicator. Compared to physical fences, visual boundary detection is more flexible and easier to adjust. OpenMV makes safety boundaries “visible and responsive.”

In industrial production, warehousing and logistics, hazardous operations, and key control areas, personnel or equipment crossing into restricted zones often indicates potential safety risks that must be detected and prevented immediately to avoid accidents.
Traditional perimeter protection primarily relies on physical fences, infrared beam sensors, or manual monitoring—resulting in poor deployment flexibility and susceptibility to missed detections or delayed responses in complex environments.
By deploying SingTown’s OpenMV smart camera, flexible and efficient visual boundary violation monitoring can be achieved without requiring physical modifications.
The system continuously determines whether personnel or equipment enter restricted areas based on configurable virtual perimeter lines or zones, combined with human detection or object detection algorithms running locally on the OpenMV device. The recognition logic is performed locally without reliance on cloud-based analysis.
Once a boundary violation occurs, OpenMV can immediately output control or alarm signals at the edge to trigger equipment shutdown, audio-visual alarms, access control systems, or safety alert devices, thereby controlling risks at the earliest stage.
By embedding boundary detection capabilities directly into the camera, OpenMV delivers a real-time protection solution for industrial and security applications—featuring low latency, high reliability, and rapid deployment—thereby significantly enhancing on-site safety management.

AI Sentinel Based on OpenMV: Automatic Alert for Unsecured Key Locations
Automatically detects whether the door of a key location has remained open for an extended period and promptly issues an alert.

Personnel crossing the boundary triggers an alarm; OpenMV interprets “a sense of security boundary.”
Detects personnel or equipment crossing virtual perimeter lines.

“AI City Management” is Here: An Automated Vending-Obstruction Detection System Built on OpenMV
Automatically identifies illegal street vending activities to support daily urban governance.

Improper Storage of Gas Cylinders? Use OpenMV to Automatically Trigger Hazard Warnings
Automatically identifies unauthorized placements of gas cylinders to proactively detect gas-related safety hazards.

Performing live-line work without wearing insulating gloves? OpenMV will immediately issue an alert!
Automatically identifies whether personnel are wearing insulating gloves to assist in safe operations.

Utilizes the OpenMV smart camera to detect surface defects on aluminum plates in real time
Online detection of defects on aluminum plate surfaces—such as scratches and dents—to support quality control.