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GithubIn hazardous or restricted areas, boundary violation itself serves as a risk indicator. Compared with physical fences, visual boundary violation 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, which must be detected and prevented immediately to avoid accidents.
Traditional intrusion prevention primarily relies on physical fences, infrared beam detectors, 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. Recognition logic is performed locally without reliance on cloud-based analysis.
Upon detecting an intrusion, 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 containing 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—characterized by low latency, high reliability, and rapid deployment—significantly enhancing on-site safety management.

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

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

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

Improper placement of gas cylinders? Use OpenMV to automatically trigger hazard alerts
Automatically identifies non-compliant placement positions of gas cylinders to proactively detect potential gas safety hazards.

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

Utilising the OpenMV smart camera to identify surface defects on aluminium plates in real time
Online identification of defects on aluminium plate surfaces, such as scratches and dents, to support quality control.