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    System and method for predicting formation in sports
    82.
    发明授权
    System and method for predicting formation in sports 有权

    公开(公告)号：US11935298B2

    公开(公告)日：2024-03-19

    申请号：US17303361

    申请日：2021-05-27

    申请人： STATS LLC

    发明人： Jennifer Hobbs ,  Sujoy Ganguly ,  Patrick Joseph Lucey

    IPC分类号： G06V20/40 ,  G06N3/08 ,  G06N5/04

    CPC分类号： G06V20/42 ,  G06N3/08 ,  G06N5/04

    摘要： A system and method of predicting a team's formation on a playing surface are disclosed herein. A computing system retrieves one or more sets of event data for a plurality of events. Each set of event data corresponds to a segment of the event. A deep neural network, such as a mixture density network, learns to predict an optimal permutation of players in each segment of the event based on the one or more sets of event data. The deep neural network learns a distribution of players for each segment based on the corresponding event data and optimal permutation of players. The computing system generates a fully trained prediction model based on the learning. The computing system receives target event data corresponding to a target event. The computing system generates, via the trained prediction model, an expected position of each player based on the target event data.

    System and method for individual player and team simulation
    83.
    发明授权
    System and method for individual player and team simulation 有权

    公开(公告)号：US11918897B2

    公开(公告)日：2024-03-05

    申请号：US17660980

    申请日：2022-04-27

    申请人： STATS LLC

    发明人： Patrick Joseph Lucey

    IPC分类号： A63F13/497 ,  A63F13/573 ,  A63F13/86

    CPC分类号： A63F13/497 ,  A63F13/573 ,  A63F13/86 ,  A63F2300/5533 ,  A63F2300/646

    摘要： A computing system retrieves historical event data for a plurality of games in a league. The historical event data includes (x,y) coordinates of players within each game and game context data. The computing system learns one or more attributes of each team in each game and each player on each team in each game. The computing system receives a request to simulate a play in a historical game. The request includes substituting a player that was in the play with a target player that was not in the play. The computing system simulates the play with the target player in place of the player based on the one or more attributes learned by the computing system. The computing system generates a graphical representation of the simulation.

    Automated Image Processing System
    87.
    发明公开
    Automated Image Processing System 审中-公开

    公开(公告)号：US20230215014A1

    公开(公告)日：2023-07-06

    申请号：US18146755

    申请日：2022-12-27

    申请人： STATS LLC

    发明人： Paul Connors ,  Rashmi Shivanna ,  Ritu Rajiv Choudhari

    IPC分类号： G06T7/194 ,  G06T1/60 ,  G06T3/40 ,  G06F16/51

    CPC分类号： G06T7/194 ,  G06T1/60 ,  G06T3/40 ,  G06F16/51 ,  G06T2207/30221 ,  G06T2207/30196

    摘要： A computing system receives an image for processing. The image includes at least a player of interest. The computing system executes an image processing workflow for automatically processing the image in accordance with standards set by an organization associated with the computing system. The executing includes removing, via a background module, background pixels from the image. The executing further includes, after removing the background pixels, resizing, via a resizing module, the image to a set size defined by the organization. The executing further includes, after resizing the image, renaming, via a renaming module, the image to a name format defined by the organization. After executing the image processing workflow, the computing system saves the image to a database for retrieval. The removing, the resizing, and the renaming are performed without user intervention.