Anomaly detection in videos is the task of identifying frames from a video sequence that depict events that do not conform to expected behavior. which is an extremely challenging task due to the ambiguous and unbounded properties of anomalies. With the development of deep learning. video anomaly detection methods based on deep neural networks have made great progress. https://www.popularfilm.blog/