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.本数据集为一款规模可观的基准数据集，总计包含790段视频。其中360段为非入店行窃场景样本，460段为入店行窃场景样本。所有视频均通过手机与网络摄像机（IP cameras）采集，分辨率为352×640。本数据集可应用于人类行为识别相关研究，涵盖抢劫检测系统、人体运动检测系统、安防系统、盗窃检测系统以及自动监控摄像头异常检测等方向的开发工作。