iFitness: A Deep Learning-Based Physical Fitness Motion Detection System for Elderly People
Wan‐Jung Chang, Jian-Ping Su, Chia‐Hao Chen, Shu-Ching Liu, Chih-Ching Chang, Mei-Ling Tsai, Liang-Bi Chen · 2021 IEEE 10th Global Conference on Consumer Electronics (GCCE) · 2021
This paper proposes a deep learning-based physical fitness motion system, named iFitness, which consists of a camera, an AI edge module, and a fitness management platform. iFitness uses a camera to capture images of the elderly when they perform physical fitness exercises. Experimental results demonstrate that iFitness can effectively recognize the fitness exercise status for elderly.