SingTown Technology's OpenMV enhances the printing industry by identifying defective prints, boosting the yield rate by more than 20%.

In the printing and manufacturing industry, product quality directly affects brand image and production costs. Traditional manual quality inspection relies on human visual judgement, which is not only inefficient and prone to errors due to fatigue, but also fails to meet the real-time detection demands of high-speed production lines.
因此，印刷企業迫切需要引入基於人工智能機器視覺及圖像識別技術的自動化檢測方案，以準確識別漏印、色差、模糊及污漬等印刷缺陷。
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, colours, and alignment accuracy through computer vision algorithms, accurately identifying defects such as missing prints, colour deviations, blurring, and stains.

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

SingTown嘅OpenMV智能相機具備嵌入式人工智能處理能力，能夠喺設備上獨立進行高速圖像識別同判斷，無需依賴外部伺服器，滿足印刷生產線嘅實時要求。該系統亦支援自動曝光同照明補償，使其能夠適應各種車間環境。此外，佢可以透過信號端口同裝配線連接，實現自動警報觸發同不良品剔除。

This solution has now been implemented in multiple printing factories, 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.