Methods for detecting events in sports using a convolutional neural network

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 12182714
APP PUB NO 20190228306A1
SERIAL NO

16254128

Stats

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Abstract

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A method of identifying a defensive alignment and an offensive alignment in a set-piece is disclosed herein. A computing system receives one or more streams of tracking data. The computing system identifies a set-piece contained in the one or more streams of tracking data. The computing system identifies a defensive alignment of a first team and an offensive alignment of a second team. The computing system extracts, via a convolutional neural network, one or more features corresponding to a type of defensive alignment implemented by the first team by passing the set-piece through the convolutional neural network. The computing system scans the set-piece, via a machine learning algorithm, to identify one or more features indicative of a type of offensive alignment implemented by the second team. The computing system infers the type of defensive alignment implemented by the first team.

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Patent Owner(s)

Patent OwnerAddress
STATS LLC203 NORTH LASALLE STREET SUITE 2200 CHICAGO IL 60601

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Hobbs, Jennifer Chicago, US 20 47
Lucey, Patrick Chicago, US 19 253
Power, Paul Leeds, GB 2 13

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