21,404张居家场景人体姿态检测数据【数据堂】

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 in home scenarios. The data is collected from 101 distinct real indoor home scenarios. The gender distribution covers both male and female, while the age distribution is dominated by young and middle-aged subjects. The data diversity includes various scenarios, time periods, shooting heights, human occlusion conditions, and shooting distances. For data collection, human pose data in different home scenarios are collected, with the subjects in supine, lateral recumbent, or prone postures. In terms of 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张居家场景下的人体姿态图像，覆盖101个不同室内场景，标注信息为人体矩形框，适用于人体检测任务。数据具有多样性，包括多种拍摄条件和人体姿态，标注准确率不低于97%。