数据堂—5,808人人体行为识别数据

5,808人人体行为识别数据包括室内场景和室外场景。数据涵盖男性女性，年龄分布为少年至老人。数据多样性包括不同拍摄高度、不同年龄段、不同光照、不同采集环境、不同季节服饰、多种人体行为 。在标注方面，标签标注被采集人的性别、年龄、人种、采集场景、服饰类别。5,808人人体行为识别数据可用于人体行为识别等任务

The 5,808-person human activity recognition dataset covers both indoor and outdoor scenarios. It includes participants of both genders, with age distributions ranging from adolescents to the elderly. The dataset features diverse configurations, including varying shooting heights, age groups, lighting conditions, collection environments, seasonal attire, and a wide range of human activity categories. For annotations, the labels record the gender, age, ethnicity, collection scenario, and clothing category of each collected subject. This 5,808-person human activity recognition dataset can be applied to tasks such as human activity recognition.

搜集汇总

背景与挑战

背景概述

该数据集是DataTang发布的5,808人人体行为识别数据，专用于人体行为识别测试任务。数据覆盖东亚人群，包含室内外场景，具有性别、年龄、光照和服装等多维度多样性，以.mp4格式提供，标注精度超过97%，适用于行为识别模型训练和评估。