Video anomaly detection with auto-encoders

Here I’ve reproduced results from Hasan et al. [1] and Chong et al. [2] on the UCSD Ped1 and Ped2 benchmark video anomaly detection datasets.

Reproduction code.

1. Hasan, Mahmudul, et al. “Learning temporal regularity in video sequences.” Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016.
2. Chong, Yong Shean, and Yong Haur Tay. “Abnormal event detection in videos using spatiotemporal autoencoder.” International Symposium on Neural Networks. Springer, Cham, 2017.