Violent-Flows

该数据集是一组具有挑战性的数据，包含了多种暴力类别，如体育和群体暴力，其视频片段均来源于YouTube。此外，该数据集中的视频被分类为暴力与非暴力两类，由于数据多样性，识别起来具有一定的挑战性。该数据集共包含5组视频片段，分为两个类别，其任务是进行暴力检测。

This is a challenging dataset that includes multiple violence categories such as sports violence and group violence, with all video clips sourced from YouTube. The videos in this dataset are categorized into two classes: violent and non-violent. Owing to the data diversity, violence detection from this dataset presents certain challenges. This dataset consists of 5 groups of video clips divided into the two aforementioned categories, and its associated task is violence detection.

搜集汇总

背景与挑战

背景概述

Violent-Flows是一个包含246个真实世界视频片段的数据集，所有视频均从YouTube下载，平均时长约3.60秒，专门用于人群暴力行为检测研究。该数据集提供了标准基准协议，支持暴力/非暴力分类和暴力爆发检测任务，旨在促进计算机视觉领域的社会智能监控应用。