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GithubIn hazardous or restricted areas, boundary violation 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 boundaries into restricted zones often indicates potential safety risks, necessitating immediate detection and intervention to prevent accidents.
Traditional intrusion prevention 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 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. The recognition logic is executed 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, audio-visual alarms, access control systems, or safety alert devices to mitigate risks at the earliest stage.
By embedding out-of-bound 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 Unattended Key Locations
Automatically detects whether the doors of key locations remain open for an extended period and issues timely alerts.

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

“AI Municipal Supervisor” is here—An automated encroachment 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 Warnings
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 in safe operations.

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