HARWE: A multi-modal large-scale dataset for context-aware human activity recognition in smart working environments

Alireza Esmaeilzehi, Ensieh Khazaei, Kai Wang, Navjot Kaur Kalsi, Pai Chet Ng, Huan Liu, Yuanhao Yu, Dimitrios Hatzinakos, Konstantinos N. Plataniotis

Abstract: Highlights•We have proposed a novel dataset for the task of human activity recognition.•Our human activity recognition dataset is specified for the smart workplaces.•The proposed human activity recognition is multi-modal and large-scale.•The labeling process of the proposed dataset is performed in a context-aware manner.