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GithubIn hazardous or restricted areas, crossing the boundary itself is a risk signal. 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, 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.
Flexible and efficient visual intrusion monitoring can be achieved by deploying SingTown’s OpenMV smart camera 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 intrusion occurs, OpenMV can immediately output control or alarm signals at the edge side to trigger equipment shutdown, audio-visual alarms, access control systems, or safety alert devices, thereby controlling risks at the initial stage.
By shifting the out-of-bound detection capability to the camera end, OpenMV provides industrial and security scenarios with a low-latency, high-reliability, and rapidly deployable real-time protection solution, significantly enhancing on-site safety management.

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

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

“AI Urban Management” is here—an automatic 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 detect potential gas safety hazards in advance.

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.

Real-time detection of surface defects on aluminum plates using the OpenMV smart camera
Online identification of defects on aluminum plate surfaces, such as scratches and dents, to support quality control.