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GithubIn hazardous or restricted areas, boundary violations themselves constitute a risk signal. Compared with physical barriers, 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 and must be detected and stopped immediately to prevent accidents.
Traditional perimeter protection primarily relies on physical fences, infrared beam sensors, or manual monitoring, resulting in poor deployment flexibility and a high likelihood of missed detection or delayed response 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 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.
Once an out-of-bounds event occurs, OpenMV can immediately output control or alarm signals at the edge, triggering 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 doors at key locations have 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: an automated unauthorised street trading detection system built on OpenMV
Automatically identifies illegal street vending activities to support daily urban governance.

Misplaced gas cylinder? Use OpenMV to automatically trigger hazard alerts
Automatically identifies non-compliant placement of gas cylinders to proactively detect gas 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 with safe operations.

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