Deep Transfer Learning Approach in Smartwatch-Based Fall Detection Systems

Deep Transfer Learning Approach in Smartwatch-Based Fall Detection Systems

This study introduces a fall detection system utilizing an affordable consumer smartwatch and smartphone with edge computing capabilities for implementing AI algorithms. Due to the widespread use of these devices, the system as a whole is extremely accepted, easy to use, requires no tuning of any ki...

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Bibliographic Details
Main Authors: Alessandro Leone, Andrea Manni, Gabriele Rescio, Pietro Siciliano, Andrea Caroppo
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Engineering Proceedings
Subjects:
transfer learning
deep learning
fall detection
smartwatch
Online Access:https://www.mdpi.com/2673-4591/78/1/2
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