Research on Product Defect Detection Technology Based on 3D Vision
To address the issue of small and difficult-to-detect defect areas in industrial products such as those in the electronics and semiconductor industries,this research focuses on high-resolution 3D defect imaging technology based on high-performance industrial cameras.For the wide variety and complex shapes of defects,the study investigates defect detection methods based on deep learning that are both highly accurate and robust.The technologies and methods developed in this research enable the rapid acquisition of industrial product surface defect samples,accurate detection of defect areas,and intelligent sorting of defective products.