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GithubThe door is not closed; any incident would result in a “major accident.” Manual inspections cannot adequately cover the frequent changes in door status. OpenMV enables continuous system monitoring of the door’s status.

If the entrances to the server room, power distribution room, and residential units remain open for extended periods, safety incidents such as unauthorised entry, equipment damage, theft, or electric shock may occur, making this a high-risk area in operations and maintenance management.
Traditional methods primarily rely on manual inspections or access control log reviews, making it difficult to promptly detect frequent changes in door status, with issues often identified only after they occur.
Based on SingTown’s OpenMV smart camera, continuous and automated visual monitoring of access control status can be performed.
After deployment at the entrance, OpenMV performs on-device door-object detection and analyses the door panel’s angle, opening extent, and morphological changes to determine whether the door is closed, partially open, or fully open. Time-based rules can also be applied to differentiate between brief, normal openings and prolonged, abnormal openings.
The system can instantly generate alerts on the device side when a door remains open for an extended period or is opened outside permitted hours, thereby triggering联动 with access control systems, operations and maintenance platforms, or on-duty personnel to enable automated response.
Since the judgment logic runs directly on the camera’s edge side, the system operates stably and responds swiftly, making it highly suitable for scenarios demanding exceptional continuity and reliability, such as server rooms and power distribution rooms. OpenMV elevates infrastructure operations and maintenance from “manual inspection” to “continuous perception and proactive alerting.”

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.