Abnormal Detection in Big Data Video with an Improved Autoencoder

Table 2

The influence of the number of memory size on the experimental results of the Avenue dataset (frame-level AUC/%).

Size of the memory module	500	1000	1500	2000	2500
Result	78.3%	85.9%	85.4%	85.6%	85.8%