Nexdata/65_People_15204_Videos_of_Sports_and_Fitness_Video_Data

Name: Nexdata/65_People_15204_Videos_of_Sports_and_Fitness_Video_Data
Creator: Nexdata
Published: 2024-06-12T00:03:29+08:00

Hugging Face2024-04-11 更新2024-06-12 收录

体育健身

行为识别

数据链接：

https://hf-mirror.com/datasets/Nexdata/65_People_15204_Videos_of_Sports_and_Fitness_Video_Data 数据链接链接失效反馈

官方服务：

资源简介：

--- license: cc-by-nc-nd-4.0 --- ## Description 65 People –15,204 Videos of Sports and Fitness Video Data. The data collection scene is indoor scenes. The race distribution is Asian, black and Caucasian; the age distribution is young and middle-aged people. The collection device is IR and RGB cameras. The dataset diversity includes different races, different age groups, different shooting angles, different collection distances, different human body orientations, different costumes and various fitness actions. The data can be used for tasks such as human behavior recognition and human segmentation in fitness scenes. For more details, please refer to the link: https://www.nexdata.ai/dataset/1212?source=Huggingface ## Data size 65 people, 15,204 videos ## Population distribution race distribution: 37 Asians, 24 Caucasians, 4 Black People; gender distribution: 24 males, 41 females; age distribution: 61 young people, 4 middle-aged people ## Collecting environment: indoor scenes ## Data diversity different races, different age groups, different shooting angles, different collection distances, different human body orientations, different costumes and various fitness actions ## Device infrared and color cameras, the camera resolution is 1,920x1,080 ## Collecting angle eye-level angle, simultaneous collection by three cameras (left, middle and right) ## Data format .mp4 ## Collection content collecting fitness videos of different people under one or two sets of clothing ## Accuracy the accuracy of video action is not less than 97%; the accuracy of label annotation is not less than 97% # Licensing Information Commercial License

许可证：cc-by-nc-nd-4.0 ## 数据集描述本数据集包含65名受试者的15204条运动健身类视频数据。数据采集场景均为室内环境，种族覆盖亚裔、非裔及高加索人种，年龄涵盖年轻及中年人群。采集设备为红外（IR）与RGB彩色摄像机，数据集多样性体现在不同种族、不同年龄段、不同拍摄角度、不同采集距离、不同人体朝向、不同着装及各类健身动作。该数据可用于健身场景下的人体行为识别、人体分割等相关任务。如需了解更多详情，请访问链接：https://www.nexdata.ai/dataset/1212?source=Huggingface ## 数据集规模 65名受试者，15204条视频 ## 人群分布种族分布：37名亚裔、24名高加索人种、4名非裔；性别分布：24名男性、41名女性；年龄分布：61名年轻人、4名中年人 ## 采集环境室内场景 ## 数据多样性涵盖不同种族、不同年龄段、不同拍摄角度、不同采集距离、不同人体朝向、不同着装及各类健身动作 ## 采集设备红外（IR）与RGB彩色摄像机，摄像机分辨率为1920×1080 ## 采集角度采用平视视角，由左、中、右三台摄像机同步采集 ## 数据格式 MP4格式 ## 采集内容采集不同受试者身着1套或2套服装时的健身视频 ## 标注精度视频动作标注准确率不低于97%，标签注释准确率不低于97% # 许可信息商业许可

提供机构：

Nexdata

原始信息汇总

数据集描述

65人，共15,204个体育和健身视频数据。数据采集场景为室内场景。种族分布包括亚洲人、黑人和高加索人；年龄分布为年轻人和中年人。采集设备为红外和RGB相机。数据集多样性包括不同种族、不同年龄组、不同拍摄角度、不同采集距离、不同人体方向、不同服装和各种健身动作。数据可用于健身场景中的人类行为识别和人体分割等任务。