… developed a fitness assistant framework that automatically generates a … of 95.16% in a real
scenario when evaluated on 15 users. … However, it is not the right solution since this research …

… For each scenario and architecture, we performed a leave-one-subject-out cross-validation
with splits, as detailed in Section 3.4, resulting in 16 models each. CNNs were trained with a …

… This work proposes a new solution that exploits machine … Consequently, the need for
measurements in this scenario … [29], IMU-based features are linearly combined by means of …

… IMU-based solution for automatic detection and classification of exercises in the fitness
scenario. In Proceedings of the 2017 IEEE Sensors Applications Symposium (SAS), Glassboro, …

… This work proposes a new solution for fitness workout … actual ML processing, extracted
IMU-based features are pre-… for automatic classification and counting of workout exercises is …

… these exercises on fitness machines in real-world scenarios. A … was developed to classify
these exercises and estimate … and automated solution for detecting sets and repetitions. …

… Automatic detection and classification of fitness activity is … provide an effective description
of the scenario of interest. In order … -based solution for automatic detection of fitness exercises. …

… units (IMU) have become a relevant solution for monitoring and performance analysis [4]. …
in the literature to date regarding IMU-based swimming activity classification. Moreover, with …

… Coupled with the strive for a better life, these smart solutions … activity recognition system,
while reducing mis-classification. … Activity Recognition System (HARS) in a real-life scenario. …

… errors during the exercise execution, a scenario that is quite … These solutions are not suitable
for real-time monitoring on … also be used to classify typical gym exercises with supervised …