AI Monitors Without Distraction, Using SingTown Technology OpenMV to Achieve Real-Time Recognition and Alerts on Surveillance Interfaces

In factory automation monitoring sites, production equipment status is typically displayed on monitoring interfaces (such as PLC or DCS screens). When the equipment status changes from "Running" to "Stopped" or an alarm occurs, if unattended or overlooked by monitoring personnel, it can easily lead to production delays or safety risks.

To this end, industrial automation system manufacturers adopt SingTown's OpenMV intelligent camera to build a condition monitoring system based on machine vision and image recognition. This system performs real-time detection of status areas on screens (such as color changes and text variations) and automatically issues alert signals or alarms when abnormal conditions are detected.

Industrial automation manufacturers have developed a screen status recognition system based on the OpenMV smart camera, which enables dynamic monitoring of industrial control interfaces through AI image recognition, color analysis, and OCR text detection technologies. The camera is fixed in front of the display screen, capturing real-time images of designated status areas (such as text or color blocks like "Running," "Stopped," "Alarm," etc.).

The system employs a colour recognition algorithm to monitor RGB changes in specific screen areas, combined with an OCR algorithm to identify textual content changes. Upon detecting a red alert block or text changes to "Stop" or "Abnormal," the system immediately outputs a high-level signal to the host computer or buzzer, triggering audible and visual alarms.

The system supports simultaneous monitoring across multiple regions (configurable with multiple detection frames), enabling independent deployment without modifying the existing surveillance system. It provides independent visual detection and safety alerts for status changes.

This solution offers the unique advantage of edge deployment: no need for PLC communication, easy installation, strong compatibility, and wide applicability in scenarios such as factory automation control rooms, equipment condition monitoring stations, and unattended production lines.