SelfAct: Personalized Activity Recognition based on Self-Supervised and Active Learning

Luca Arrotta, Gabriele Civitarese, Samuele Valente +1

Supervised Deep Learning (DL) models are currently the leading approach for sensor-based Human Activity Recognition (HAR) on wearable and mobile devices. However, training them req…