Deep Learning-Based Online Intelligent Printing Detection System

The intelligent detection system boasts cutting-edge high-brightness cold light source color imaging technology, high-speed true color image processing technology, and real-time synchronous control technology to enable rapid quality detection of printing products. It is designed for installation on the process and final detection equipment like offset presses, gravure presses, inkjet printers, paper machines, paper cutters, coaters, and banknote processing machines, and can utilize deep learning technology to manage printing quality across different processes online and in real time. The intelligent detection system tackles challenges like paper deformation and imaging shadows in gravure printing processes, significantly reducing false alarms from the system. Moreover, the system stands out by offering simplified modeling, unified template management, and consistent detection performance.