- 专利标题: Personalizing prediction of performance using data and body-pose for analysis of sporting performance
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申请号: US16804964申请日: 2020-02-28
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公开(公告)号: US11679299B2公开(公告)日: 2023-06-20
- 发明人: Paul David Power , Aditya Cherukumudi , Sujoy Ganguly , Xinyu Wei , Long Sha , Jennifer Hobbs , Hector Ruiz , Patrick Joseph Lucey
- 申请人: STATS LLC
- 申请人地址: US IL Chicago
- 专利权人: STATS LLC
- 当前专利权人: STATS LLC
- 当前专利权人地址: US IL Chicago
- 代理机构: DLA Piper LLP (US)
- 主分类号: A63B24/00
- IPC分类号: A63B24/00 ; G06N3/08 ; G06N20/00
摘要:
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.
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