In the process of paper production, due to the production environment, manufacturing process and raw materials and other reasons, paper quality defects will be caused. The machine vision inspection system can inspect various types of paper such as cultural paper, newsprint, coated paper, household paper, and specialty paper. The company's detection technology is advanced and has excellent performance in paper detection. The detection width is as wide as 10 meters, and the detection speed can reach 2000 meters per minute.

The working process of the visual inspection system is to complete high-speed line scan imaging through a smart camera, and perform real-time defect detection on the image. The detection system extracts defect image features, and accurately classifies and evaluates the location, size, grade and other information of defects according to various image features such as the size, shape and gray value of the paper defect. Help users effectively improve the quality of paper products and trace the source of processing problems.

Apogee Technology has been deeply involved in the field of machine vision inspection for many years. It has independent patents in "smart camera" and "light source" hardware, and also has deep accumulation in defect detection software. Accurate classification is especially important for defect identification. The system's "high-level intelligent classifier" is based on the defect sample database accumulated by the company in the manufacturing industry for a long time, combined with the traditional expert rule base, KNN classification algorithm and deep learning CNN algorithm, and integrates deep learning artificial intelligence technology and big data association Analysis, through the original multi-mode optimization algorithm, screening and applying suitable algorithms or algorithm combinations, so as to achieve excellent classification results.

"Hard skills" + "soft power" make the system have strong competitiveness. The visual inspection system does not miss every "small" defect, and checks the production at the "source".