Essays about: "Paolo Nardi"

Found 1 essay containing the words Paolo Nardi.

  1. 1. Human Activity Recognition : Deep learning techniques for an upper body exercise classification system

    University essay from Högskolan Kristianstad/Fakulteten för naturvetenskap

    Author : Paolo Nardi; [2019]
    Keywords : Human Activity Recognition; Deep Learning; Machine Learning; Exercise Classification; Convolutional Neural Network;

    Abstract : Most research behind the use of Machine Learning models in the field of Human Activity Recognition focuses mainly on the classification of daily human activities and aerobic exercises. In this study, we focus on the use of 1 accelerometer and 2 gyroscope sensors to build a Deep Learning classifier to recognise 5 different strength exercises, as well as a null class. READ MORE