Using Wearable Sensors and a Convolutional Neural Network for Catch Detection in American Football

Using Wearable Sensors and a Convolutional Neural Network for Catch Detection in American Football

Highly efficient training is a must in professional sports. Presently, this means doing exercises in high number and quality with some sort of data logging. In American football many things are logged, but there is no wearable sensor that logs a catch or a drop. Therefore, the goal of this paper was...

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Bibliographic Details
Main Authors: Bernhard Hollaus, Sebastian Stabinger, Andreas Mehrle, Christian Raschner
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Sensors
Subjects:
sensor platform
wearable
machine learning
convolutional neural network
American football
catch detection
Online Access:https://www.mdpi.com/1424-8220/20/23/6722

Internet

https://www.mdpi.com/1424-8220/20/23/6722

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