Cognex Deep Learning provides a simple solution that can identify all anomalous features without even having to train on "defective" images. Instead, engineers can use the defect detection tool in an unsupervised mode, training the software using samples of "good" images. Cognex Deep Learning can learn what normal wire bond and lead appearances and positions should be, and flag any deviating features as defective.