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GesHome Dataset

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IEEE2020-11-04 更新2026-04-17 收录
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https://ieee-dataport.org/documents/geshome-dataset
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资源简介:
GesHome dataset consists of 18 hand gestures from 20 non-professional subjects with various ages and occupation. The participant performed 50 times for each gesture in 5 days. Thus, GesHome consists of 18000 gesture samples in total. Using embedded accelerometer and gyroscope, we take 3-axial linear acceleration and 3-axial angular velocity with frequency equals to 25Hz. The experiments have been video-recorded to label the data manually usingELan tool.The collected files include columns in the order of{datetime, accelerometer x, accelerometer y, accelerometer z, gyroscope x, gyroscope y, gyroscope z, magnetometer x, magnetometer y, magnetometer z, activity label}, datetime column is set as formatyyyy-MM-dd;HH:mm:ss.SSS, while the label column format is string.
提供机构:
Pham, Cuong; Nguyen-Trong, Khanh; Vu Hoai, Nam
创建时间:
2020-11-04
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