GesHome Dataset
- Citation Author(s):
-
Khanh Nguyen-Trong
(Posts and Telecommunication Institute of Technology)
Cuong PhamNam Vu Hoai - Submitted by:
- Khanh Nguyen
- Last updated:
- DOI:
- 10.21227/3qt8-yh80
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Abstract
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 using ELan 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 format "yyyy-MM-dd;HH:mm:ss.SSS", while the label column format is string.
Instructions:
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 using ELan 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 format "yyyy-MM-dd;HH:mm:ss.SSS", while the label column format is string.
