Replication Data for: Drinking Gesture Detection Using Wrist-Worn IMU Sensors with Multi-Stage Temporal Convolutional Network in Free-Living Environments
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.
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Tags
- drinking-gesture-detection
- deep-learning
- human-activity-recognition
- inertial-sensor