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GithubIn hazardous or restricted areas, boundary violation itself is a risk indicator. Compared to 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, requiring immediate detection and intervention to prevent accidents.
Traditional perimeter 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 monitors 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.
Upon detection of an out-of-bounds event, OpenMV can immediately output control or alarm signals at the edge to trigger equipment shutdown, audible and 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—characterised by low latency, high reliability, and rapid deployment—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 issues timely alerts.

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

“AI Urban Management Officer” is here—An automated encroachment 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 alerts
Automatically identifies non-compliant placement of gas cylinders to proactively detect gas-related safety hazards.

Did you perform 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.

Leverage the OpenMV smart camera to detect 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.