Personalizing Prediction of Performance using Data and Body-Pose for Analysis of Sporting Performance
Patent №
US 11,679,299
Granted
2023-06-20
Filed 2020
Owner
STATS LLC
Lab
—
AI components
5
ml · vision · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16804964
A method of generating a player prediction is disclosed herein. A computing system retrieves data from a data store. The computing system generates a predictive model using an artificial neural network. The artificial neural network generates one or more personalized embeddings that include player-specific information based on historical performance. The computing system selects, from the data, one or more features related to each shot attempt captured in the data. The artificial neural network learns an outcome of each shot attempt based at least on the one or more personalized embeddings and the one or more features related to each shot attempt.
AI classification
Ownership
STATS LLC
assignment · 528010869
Assignors
POWER, PAUL DAVID, CHERUKUMUDI, ADITYA, GANGULY, SUJOY, WEI, XINYU, SHA, LONG, HOBBS, JENNIFER, RUIZ, HECTOR, LUCEY, PATRICK JOSEPH
On an employer assignment, the assignors are typically the inventors.