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GithubIn hazardous or restricted areas, boundary violation itself is 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, 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 a high likelihood of missed detections or delayed responses in complex environments.
By deploying SingTown’s OpenMV smart camera, flexible and efficient visual intrusion 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. 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, triggering coordinated actions such as equipment shutdown, audible and visual alarms, access control systems, or safety alert devices to mitigate 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 alert—OpenMV defines the “sense of safety boundary”
Detects personnel or equipment crossing virtual perimeter lines.

“AI Urban Management Officer” is here—a system for automatic identification of unauthorised street vending, built on OpenMV
Automatically identifies unauthorised street trading 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 potential gas safety hazards.

Did you perform live-line work without wearing insulating gloves? OpenMV issues an immediate alert!
Automatically identifies whether personnel are wearing insulating gloves to assist with safe operations.

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