For high-mix products including office furniture, automotive interiors and exteriors, paint and more - classification gives you human-level sorting capability in a smart camera format.
For verifying assembly of complex parts, including circuit boards, automotive interior clips, logistics, and more - pass detection verifies part presence as well as part location and part count within the camera's field of view.
For plastics injection molding, looking for short-shots and flash has required high cost manual sorting - with deep learning based anomaly detection, plastics, metals, and more have human-level detection capability.
Multi-class detection combines Classification and Detection. For example, box-detection for 6 types of common anomalies in steel surfaces. Multi-class detection is under development for release Q2 2022.