Anomaly detection in computer vision has come a long way. A variety of anomaly detection works have already been utilized in real applications. The unsupervised learning solutions in anomaly detection have been beneficial to productization. We can train a model to identify subtle differences in images by solely using normal samples, without the need for anomalous data.