Development of Dataset for Detection of Various Events

This dataset presents a substantial benchmark dataset comprising a total of 790 videos. In which 360 instances are non-shoplifting and 460 are shoplifting. The videos are captured with mobile phones and IP cameras. The resoluton of the videos are 352 × 640 . This dataset can be used in human action recognition behaviors, including the development of robbery detection systems, human movement detection systems, safety systems, theft detection systems, and anomaly detection in automatic surveillance cameras.