Fall Detection using Knowledge Distillation Based Long short-term memory for Offline Embedded and Low Power Devices

no code implementations • 24 Aug 2023 • Hannah Zhou, Allison Chen, Celine Buer, Emily Chen, Kayleen Tang, Lauryn Gong, Zhiqi Liu, Jianbin Tang

This paper presents a cost-effective, low-power approach to unintentional fall detection using knowledge distillation-based LSTM (Long Short-Term Memory) models to significantly improve accuracy.

Knowledge Distillation Time Series