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GithubIn hazardous or restricted areas, crossing boundaries is itself a risk indicator. Compared to physical barriers, 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 into restricted zones often indicates potential safety risks, requiring immediate detection and intervention to prevent accidents.
Traditional intrusion prevention primarily relies on physical fences, infrared beam sensors, or manual monitoring—offering limited deployment flexibility and being prone 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 and human detection or object detection algorithms running locally on the OpenMV device. Recognition logic is performed locally without reliance on cloud-based analysis.
Upon detecting an intrusion, 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 mitigating 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—characterized 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 a timely alert.

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 Automatic Vendors-Encroaching-on-Pavement Recognition 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 unauthorized placements 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 workers are wearing insulating gloves to assist with safe operations.

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