Lightweight Transformer in Federated Setting for Human Activity Recognition

no code implementations • 1 Oct 2021 • Ali Raza, Kim Phuc Tran, Ludovic Koehl, Shujun Li, Xianyi Zeng, Khaled Benzaidi

Moreover, in home healthcare applications the centralized approach can raise serious privacy concerns since the sensors used by a HAR classifier collect a lot of highly personal and sensitive data about people in the home.

Federated Learning Human Activity Recognition