In mass production, if the problems such as plate deviation, inaccurate registration, and dot distortion cannot be detected in time, it is very likely to cause significant material loss. Previously, the microscopic inspection of printing quality required sending samples to a dedicated laboratory, which was a cumbersome and time-consuming process and could not meet the real-time quality control requirements for mass production.