OpenMV
Shields
Lens
Robotics
Book
Video
Download
Docs
Forum
OpenMV.io
GithubIn hazardous or restricted areas, boundary violation itself constitutes a risk signal. 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—offering poor 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 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 on the OpenMV edge device. The 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—thereby 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 the 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 automated unauthorised street vending detection system built on OpenMV
Automatically identifies illegal street vending activities to support daily urban governance.

Improper storage 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 issues an immediate alert!
Automatically identifies whether personnel are wearing insulating gloves to assist in safe operations.

Utilise the OpenMV smart camera to identify 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.