Replication Data for: Drinking Gesture Detection Using Wrist-Worn IMU Sensors with Multi-Stage Temporal Convolutional Network in Free-Living Environments

  • Chunzhuo Wang (Creator)
  • T. Sunil Kumar (Creator)
  • Walter De Raedt (Creator)
  • Guido Camps (Creator)
  • Hans Hallez (Creator)
  • Bart Vanrumste (Creator)

Dataset

Description

The dataset that contains IMU signal and the related annotation for drinking activity in free-living environment. It contains raw data (.csv) for DX-I (semi-controlled) and DX-II (free-living), and also the ready-to-use data (.pkl). The DX-I dataset contains 8.9h IMU data from 13 participants collected in semi-controlled environment. The DX-II dataset contains 45.2h IMU data from 7 participants collected in free-living environment.
Date made available8 Aug 2022
PublisherKU Leuven

Keywords

  • Drinking Gesture detection
  • Deep Learning
  • Human Activity Recognition
  • Inertial Sensor

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