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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 the equipment room, power distribution room, and residential units remain open for extended periods, safety incidents such as unauthorized entry, equipment damage, theft, or even electric shock may occur, making this a high-risk area in operations and maintenance management.
The traditional approach relies primarily 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 detection on-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 differentiate between brief, normal openings and prolonged, abnormal openings.
When the system detects that a door has remained open for an extended period or has been opened outside of authorized hours, it can instantly generate an alert on the edge device and trigger联动 with access control systems, operations and maintenance platforms, or on-duty personnel to enable automated response.
Since the decision-making logic runs directly on the camera’s edge side, the system operates stably and responds rapidly—making it highly suitable for environments such as server rooms and electrical distribution rooms, where continuity and reliability are critically required. OpenMV elevates infrastructure operations and maintenance from “manual inspections” to “continuous sensing and proactive alerts.”

AI Sentinel Based on OpenMV: Automatic Alert for Unlocked 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 defines the “sense of security boundary.”
Detecting personnel or equipment crossing boundaries via virtual alert lines.

“AI城管” is here: An automated system for detecting illegal street vending, built on OpenMV
Automatically identifies illegal street vending activities to support daily urban governance.

Is the gas cylinder placed haphazardly? Use OpenMV to automatically trigger a hazard alert
Automatically identifies unauthorized placements of gas cylinders to detect potential gas safety hazards in advance.

Did you perform live-line work without wearing insulating gloves? OpenMV will immediately alert you!
Automatically identifies whether workers are wearing insulating gloves to assist in safe operations.

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