A new large-scale dataset for video anomaly detection, Street Scene, contains 46 training video sequences and 35 testing video sequences taken from a static USB camera looking...
The dataset used in the paper is a pre-trained ResNet-50 classifier, which is used for image synthesis, unpaired image-to-image translation, and feature similarity estimation.