Cognex Deep Learning is the ideal solution for detecting small defects on the necks of glass bottles. It is trained on a set of images of acceptable glass container necks. The defect detection tool can then identify anomalies such as nicks, inclusions, and cracks, while accepting a wide variety of potential glass neck appearances.