Article

IMU-Based Fitness Activity Recognition Using CNNs for Time Series Classification

2023-11-22

Abstract excerpt

Augmented reality (AR) provides an opportunity for mobile fitness applications to show users real-time feedback on their current fitness activity. For such applications, it is essential to accurately track the user’s current fitness activity using available mobile sensors, such as inertial measurement units (IMUs). Convolutional neural networks (CNNs) have been shown to produce strong results in different time ser...

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Literature Corpus work: c707aad8-c62e-5435-a92e-1117f2604766
DOI: 10.20944/preprints202311.1411.v1

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