METHODS AND SYSTEMS FOR BALL GAME ANALYTICS WITH A MOBILE DEVICE

    公开(公告)号:US20190087661A1

    公开(公告)日:2019-03-21

    申请号:US16109923

    申请日:2018-08-23

    Applicant: NEX Team, Inc.

    Abstract: Methods and systems for ball shot attempt detection and game analytics generation are disclosed. The methods and systems perform steps to receive an input video of a ball gameplay, wherein the input video was captured using a stationary camera, and wherein frames of the input video comprises a goal; identify a Region of Interest (ROI) surrounding the goal by performing a first computer vision algorithm on the input video; detect a ball within the ROI during a shot attempt and determining a trajectory of the ball by performing a second computer vision algorithm on the input video; and identify a player relevant to the shot attempt based on the trajectory of the ball. In some embodiments, the computer vision algorithms comprise a convolution neural network (CNN). The present invention uses computer vision techniques to enable a resource-limited mobile device such as a smartphone to efficiently execute the new process.

    METHODS AND SYSTEMS FOR BALL GAME ANALYTICS WITH A MOBILE DEVICE

    公开(公告)号:US20200057889A1

    公开(公告)日:2020-02-20

    申请号:US16664711

    申请日:2019-10-25

    Applicant: NEX Team Inc.

    Abstract: Methods and systems for determining a ball shot attempt result, the ball shot attempt captured by a camera on a mobile computing device, are disclosed. The methods and systems perform steps comprising receiving an input video captured using the camera on the mobile computing device, wherein the input video comprises a ball shot attempt at a goal; receiving a declared ball shot attempt, the declared ball shot attempt detected by analyzing a ball trajectory in the input video; detecting an element movement associated with an element of the goal; and determining the ball shot attempt result based on the element movement and the ball trajectory. In some embodiments, the element of the goal is a net, and the declared ball shot attempt is detected by analyzing the ball trajectory in a ball shot attempt Region of Interest (ROI) within frames of the input video.

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