数据堂—21,404张居家场景人体姿态检测数据

21,404张居家场景人体姿态检测数据。数据场景包括101个不同室内居家真实场景。性别分布为男、女，年龄分布以中青年为主。数据多样性包括多种场景、多种时间段、多种拍摄高度、多种人体遮挡、多种拍摄距离。在采集内容方面，采集不同居家场景下的人体姿态数据，人体为平躺、侧躺或趴卧姿态。在标注方面，标注人体矩形框。数据可用于居家场景下的人体检测等任务

21,404 human pose detection data samples collected from home scenarios. The data was gathered across 101 distinct real indoor home environments. The demographic distribution covers both male and female subjects, with young and middle-aged adults forming the majority of the population. The dataset features high diversity across multiple dimensions, including various scenarios, time periods, shooting heights, degrees of human occlusion, and shooting distances. For data acquisition, human pose data was collected in different home scenarios, with subjects in supine, lateral recumbent, or prone postures. For annotation, human bounding boxes are labeled. This dataset can be used for human detection and other related tasks in home scenarios.

搜集汇总

背景与挑战

背景概述

该数据集包含21,404张居家场景图像，专门用于人体姿态检测，覆盖101个真实室内环境，以中青年亚洲人为主要对象。数据具有多样性，包括不同场景、时间、拍摄高度和距离，标注内容为人体矩形框，适用于居家环境下的人体检测任务。