65人15,204段运动健身视频数据【数据堂】

65人15,204段运动健身视频数据。数据采集场景为室内场景。人种分布为黄种人、黑种人和白种人；年龄分为均为中青年。采集设备为红外和彩色摄像头。在数据多样性方面，涵盖不同人种、不同年龄段、不同拍摄角度、不同采集距离、不同人体朝向、不同服饰、多种健身动作。数据可用于健身场景下人体行为识别、人体分割的等任务

This dataset comprises 15,204 sports and fitness video segments collected from 65 participants. All data was captured in indoor environments. The participant cohort covers three ethnic groups: East Asians, Black individuals, and Caucasians, with all participants being middle-aged and young adults. The data acquisition devices used are infrared and color cameras. In terms of data diversity, this dataset includes diverse ethnic groups, varying shooting angles, acquisition distances, human body orientations, clothing styles, and a wide variety of fitness movements. This dataset can be utilized for tasks such as human behavior recognition and human segmentation in fitness scenarios.

搜集汇总

背景与挑战

背景概述

该数据集包含65人的15,204段运动健身视频，采集于室内环境，使用红外和彩色摄像头，覆盖了不同人种、年龄、拍摄角度和健身动作的多样性。它适用于健身场景下的人体行为识别和分割等任务，视频动作和标签标注准确率均不低于97%。