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GithubIn the printing and manufacturing industry, product quality directly affects brand image and production costs. Traditional manual quality inspection relies on human visual judgment, 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.
Therefore, printing companies 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, colour deviations, blurring, and stains.
SingTown Technology don develop one printing defect detection system wey dey based on di embedded AI machine vision platform of di OpenMV smart camera. Dis system make printing factories fit achieve real-time quality monitoring and automated inspection, e dey help di 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.
SingTown's OpenMV intelligent camera get embedded AI processing power, dey allow independent high-speed image recognition and judgment for the device without needing external servers, to meet real-time requirements for printing production lines. The system also support automatic exposure and light compensation, make am fit adapt to different workshop environments. Plus, e fit connect with assembly lines through signal ports to achieve automatic alarm triggering and removal of bad products.
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.

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