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Sports Management

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Electronic Theses and Dissertations

Theses/Dissertations

2017

Machine learning

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Developing Computer Vision Technology To Automate Pitch Analysis In Baseball., Mahdi Moalla May 2017

Developing Computer Vision Technology To Automate Pitch Analysis In Baseball., Mahdi Moalla

Electronic Theses and Dissertations

Lokator is a baseball training system designed to document pitch location while teaching pitch command, selection and sequencing. It is composed of a pitching target and a smartphone app. The target is divided into a set of zones to identify the pitch location. The main limitation of the current system is its reliance on the user's feedback. After each throw, the pitcher or the coach needs to identify and report the target's zone that was hit by the ball by just relying on the naked eye. The purpose of this thesis is to investigate the possibility of using computer vision …