This application note explains how Cognex deep learning-based image analysis software simplifies the automated detection and classification of defects on rough and strongly-textured metal surfaces. Incorporating contextual information to form a reliable model of the part’s shape and texture, the Defect Detection Tool identifies deviations in the surface texture such as hit and scratches.
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