This high-resolution AOI（Automated Optical Inspection）for pulp modeling product defects is an intelligent equipment powered by optical principles and deep learning AI algorithms. The equipment can accurately classify defects and display defect statistics, so operator can use the data to monitor previous process.This machine can save 4 labor cost, and it has automatic counting and automatic stacking functions. At the same time, it is able to detect both the front and back sides, and the results can be stored and traced (10 million pcs).After meeting user’s requirements, The system’s detection ability still can be optimized by continuously feeding the learning samples to it to and make it become even better.