This is the dataset used in the paper Drinking Gesture Detection Using Wrist-Worn IMU Sensors with Multi-Stage Temporal Convolutional Network in Free-Living Environments. Find our paper here

The dataset is now in the KU Leuven research data repository, you can download the dataset here

If you use this dataset, please consider citing our publication:

C. Wang, T. S. Kumar, W. De Raedt, G. Camps, H. Hallez, and B. Vanrumste, “Drinking Gesture Detection Using Wrist-Worn IMU Sensors with Multi-Stage Temporal Convolutional Network in Free-Living Environments,” Proc. Annu. Int. Conf. IEEE Eng. Med. Biol. Soc. EMBS, pp. 1778–1782, 2022

@INPROCEEDINGS{wang2022drinking,
author={Wang, Chunzhuo and Kumar, T. Sunil and De Raedt, Walter and Camps, Guido and Hallez, Hans and Vanrumste, Bart},
booktitle={2022 44rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)},
title={Drinking Gesture Detection Using Wrist-Worn IMU Sensors with Multi-Stage Temporal Convolutional Network in Free-Living Environments},
year={2022},
pages={1778-1782},
organization={IEEE}
}