SingTown Technology Accelerates Industrial Quality Inspection with Enhanced Speed and Precision: 0.1mm-Level Accuracy, Results in 5 Seconds

On industrial electronic equipment assembly lines, product panels typically contain various components such as knobs, labels, buttons, and accessories. Manual quality inspection methods are prone to misjudgment, missed detection, and low efficiency.

Therefore, industrial electronics assembly manufacturers utilise SingTown's OpenMV intelligent camera to construct a smart visual inspection system, achieving automatic recognition and judgement of font printing content and angle, knob position, and component installation status. The system's inspection range is 350mm in length by 150mm in width, with a camera installation distance within 200mm, enabling simultaneous inspection of multiple items within a confined space.

This solution can be widely applied in scenarios such as electronic control panels, switchgear, and assembly lines for precision instrument housings, assisting enterprises in achieving efficient and automated quality inspection.

Industrial electronics assembly manufacturers have developed a machine vision inspection system based on the OpenMV smart camera, integrating computer vision, AI image recognition, template matching, and OCR character detection algorithms to achieve real-time inspection of complex panel assembly.

This embedded vision system captures partial product images via high-definition cameras, performs OCR text recognition and tilt angle analysis on label areas to determine if text is misapplied, misaligned, or exhibits colour anomalies; simultaneously, it utilises geometric feature matching algorithms to detect whether knob angles and positions comply with standards. For accessories of different colours (such as yellow and grey small components), the system can automatically assess whether installation is correct through colour segmentation and morphological analysis.

Furthermore, template comparison can detect abnormalities such as foreign objects, dropped items, and missing installations. Within the detection cycle (within 5 seconds), it completes the judgment and outputs a signal to the PLC or host computer, enabling the automatic removal of defective products.

This solution offers high detection accuracy (error <0.1mm), rapid response, strong environmental adaptability, and edge deployment capabilities, making it widely suitable for electronic assembly and consistency control scenarios.