异常视频基准（研究收藏）

1. 简介该数据集是精心策划的监控风格视频合集，专为异常检测的机器学习研究设计；包含正常活动片段及商店盗窃、打架、偷窃等多种异常事件类别，按训练集 / 测试集划分，且配备视频级别标签；仅供教育和研究用途共享，未声明原始来源的分发情况

1. Introduction This curated dataset consists of surveillance-style video clips specifically designed for machine learning research on anomaly detection. It includes segments of normal activities and multiple categories of anomalous events such as shoplifting, fighting, theft and others. The dataset is split into training and test sets, with video-level labels provided for all samples. It is shared exclusively for educational and research purposes, and no details regarding the distribution status of its original source are provided.

搜集汇总

背景与挑战

背景概述

该数据集是一个用于异常检测研究的监控风格视频合集，包含正常和多种异常事件类别的视频片段，按训练集和测试集划分，并配备视频级别标签。适用于安防监控领域的智能预警技术研发。