遇见数据集

AllGestureWiimoteX

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Zenodo2026-02-04 更新2026-05-26 收录
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This dataset is part of the UCR Archive maintained by University of Southampton researchers. Please cite a relevant or the latest full archive release if you use the datasets. See http://www.timeseriesclassification.com/. The original data include 10 subjects, each perform 10 gestures 10 times. The gesture acquisition device is a Nintendo Wiimote remote controller with built-in three-axis accelerometer. Each subject performs a set of gestures multiple times. Classes are based on gestures (see class labels below). Note that data are shuffled and randomly sampled so that instances across datasets are not sychronized by dimension or subject. Time series are of different lengths. There are no missing values. The gestures are (class label. original label - English translation): poteg: pick-up shake: shake desno: one move to the right levo: one move to the left gor: one move to up dol: one move to down kroglevo: one left circle krogdesn: one right circle suneknot: one move toward the screen sunekven: one move away from the screen This data is acceleration in x-axis dimension. Donator: J. Guna

本数据集隶属于南安普敦大学研究者维护的UCR存档(UCR Archive)。若使用该数据集,请引用相关版本或最新的完整存档发布版,详情请见http://www.timeseriesclassification.com/。 原始数据涵盖10名受试者,每名受试者完成10种手势,每种手势重复10次。手势采集设备为内置三轴加速度计的任天堂Wiimote遥控器(Nintendo Wiimote remote controller)。每名受试者多次完成一组手势。类别以手势类型为划分依据(详见下述类别标签)。请注意,数据已经过混洗与随机采样,因此不同数据集的实例无法通过维度或受试者实现同步。各时间序列长度不一,且无缺失值。 本次采集的手势及其对应标签(原标签名 - 中文译法)如下: poteg:拾取(pick-up) shake:摇晃(shake) desno:向右单次移动(one move to the right) levo:向左单次移动(one move to the left) gor:向上单次移动(one move to up) dol:向下单次移动(one move to down) kroglevo:单次向左圆周运动(one left circle) krogdesn:单次向右圆周运动(one right circle) suneknot:朝向屏幕单次移动(one move toward the screen) sunekven:远离屏幕单次移动(one move away from the screen) 本数据为x轴维度的加速度信号。 数据捐赠者:J. 古纳(J. Guna)

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Zenodo
创建时间:
2024-05-14
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