System for Supporting Swimmer by Using Deep Learning and Single Inertial Sensor: Development of a Prototype

Abstract

We aim to develop a swimming motion coaching support system for beginner to intermediate swimmers by using Deep Learning and single inertial sensor. In this paper, we report on the development of a prototype to visualize the acquired sensor data and display the timing information of swimming motion such as respective stroke and turn. Our previous proposed estimation methods of the swimming motion by using Deep Learning were implemented in the prototype.