SingTown Technology's OpenMV empowers the printing industry by detecting defective prints, increasing the yield rate by over 20%.

In the printing and manufacturing industry, product quality directly impacts brand image and production costs. Traditional manual quality inspection relies on human visual judgment, which is not only inefficient and prone to fatigue-induced errors but also fails to meet the real-time detection demands of high-speed production lines.
Therefore, printing enterprises urgently need to introduce automated inspection solutions based on AI machine vision and image recognition technology to accurately identify printing defects such as missing prints, color deviations, blurring, and stains.
SingTown Technology has developed a printing defect detection system based on the embedded AI machine vision platform of the OpenMV smart camera. This system enables printing factories to achieve real-time quality monitoring and automated inspection, facilitating the intelligent upgrade of production processes.

The printing plant has developed an AI machine vision printing defect detection system based on SingTown's OpenMV intelligent camera recognition technology, achieving an upgrade from traditional manual inspection to intelligent detection. The system captures images of printed products in real-time using high-speed cameras and automatically compares parameters such as patterns, colors, and alignment accuracy through computer vision algorithms, accurately identifying defects such as missing prints, color deviations, blurring, and stains.

Compared to manual inspection, AI visual inspection is more stable, precise, and high-speed, significantly reducing errors and costs.

Ang SingTown OpenMV intelligent camera ay may kakayahang mag-embed ng AI processing, na nagbibigay-daan sa malayang mataas na bilis na pagkilala at paghatol ng imahe sa device nang hindi umaasa sa mga panlabas na server, na tumutugon sa mga pangangailangan ng real-time sa mga linya ng pag-print. Ang sistema ay sumusuporta rin sa awtomatikong exposure at illumination compensation, na nagbibigay-daan dito na umangkop sa iba't ibang kapaligiran ng workshop. Bukod dito, maaari itong mag-interface sa mga assembly line sa pamamagitan ng mga signal port upang makamit ang awtomatikong pag-trigger ng alarma at pag-alis ng mga may sira na produkto.

This solution has now been implemented in multiple printing factories of SingTown, significantly enhancing detection accuracy and production efficiency, with the yield rate increasing by over 20%.
Empowered by SingTown Technology's OpenMV intelligent camera recognition technology, printing factories have truly achieved AI-driven and IoT-enabled machine vision inspection, thereby establishing an efficient, intelligent, and reliable printing quality management system.