发明申请
WO2020180702A1 PERSONALIZING PREDICTION OF PERFORMANCE USING DATA AND BODY-POSE FOR ANALYSIS OF SPORTING PERFORMANCE
审中-公开
基本信息:
- 专利标题： PERSONALIZING PREDICTION OF PERFORMANCE USING DATA AND BODY-POSE FOR ANALYSIS OF SPORTING PERFORMANCE
- 申请号：PCT/US2020/020432 申请日：2020-02-28
- 公开(公告)号：WO2020180702A1 公开(公告)日：2020-09-10
- 发明人： POWER, Paul, David , CHERUKUMUDI, Aditya , GANGULY, Sujoy , WEI, Xinyu , SHA, Long , HOBBS, Jennifer , RUIZ, Hector , LUCEY, Patrick, Joseph
- 申请人： STATS LLC
- 申请人地址： 203 North Lasalle St., Suite 2200 Chicago, IL 60601 US
- 专利权人： STATS LLC
- 当前专利权人： STATS LLC
- 当前专利权人地址： 203 North Lasalle St., Suite 2200 Chicago, IL 60601 US
- 代理机构： WOLFE, Joseph et al.
- 优先权： US62/812,387 20190301
- 主分类号： G06K9/00
- IPC分类号： G06K9/00 ; A63B63/00 ; A63B71/00 ; 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.
IPC结构图谱:
| G | 物理 |
| --G06 | 计算；推算；计数 |
| ----G06K | 数据识别；数据表示；记录载体；记录载体的处理 |
| ------G06K9/00 | 用于阅读或识别印刷或书写字符或者用于识别图形，例如，指纹的方法或装置 |