Computer Vision, Machine Vision, Manufacturing, Robotics, Industrial Automation.
small scratches to entirely missing components, like a missing screw. This can also be exacerbated by class imbalance, where there are many more examples of “normal” products than “defective” products. Anomaly detection provides an alternative, unsupervised approach that takes normal and defective