IMU-Based Fitness Activity Recognition Using CNNs for Time Series Classification
Mobile fitness applications provide the opportunity to show Pin 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