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GithubThe door is not closed; any incident would constitute 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 equipment rooms, power distribution rooms, and residential units remain open for extended periods, safety incidents such as unauthorized entry, equipment damage, theft, or electric shock may occur, making these areas high-risk points 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, and issues are 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 deploying the camera at the entrance, OpenMV performs door-object recognition on the edge device and analyzes 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 distinguish between brief, normal openings and prolonged, abnormal openings.
When the system detects that a door remains open for an extended period or is opened outside authorized hours, it can instantly generate an alert on the edge device and trigger integrated responses with access control systems, operations and maintenance platforms, or on-duty personnel to enable automated handling.
Since the judgment logic runs directly on the camera’s edge side, the system operates stably and responds rapidly—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 inspections” to “continuous perception and proactive alerts.”

AI Sentinel Based on OpenMV: Automatic Alert for Unsecured Key Locations
Automatically detects whether the door of a key location remains open for an extended period and issues timely alerts.

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 Automatic Vendors-Encroaching-on-Pavement Recognition 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 Warnings
Automatically identifies unauthorized placements of gas cylinders to proactively detect potential gas-related 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 in safe operations.

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