Enhancing Autoencoders with memory modules for Anomaly Detection.
In this article, we'll go through how to detect anomalies in video feeds and how contemporary work use Memory modules to improve performance. 1
As we noted, a wel-annotated and comprehensive dataset is extremely hard to build for anomaly detection. 1
This is why unsupervised learning is used for Anomaly Detection, i.e., Deep Autoencoders. 1