
This application note explains how Cognex deep learning-based image analysis software automatically inspects complex pattern fabrics and identifies defects. Based on a set of representative samples, the Defect Detection Tool self learns the weaving pattern, yard properties, colors and tolerable imperfections to reliably detect and report flows in the fabric.