Golf game video analytic system
A system and method for video analytics of a golf game is disclosed. In an embodiment, cameras capture videos from different angles of a golfer's swing and/or strike; a system network comprises: a processing module to receive the videos, to 3D-model the trajectory of the swing/strike, and 3D-model the golfer; a machine-learning module to receive 3D swing-trajectories and golfer models of swings/strikes of professional golfers and compute a 3D model of one or more reference swings, as a function of an aggregation of the professional golfers' swings/strikes; a database storing the reference swings/strikes; an analysis module configured to receive the golfer's 3D swing/strike trajectory model and the 3D golfer model, compare the 3D trajectory model with the reference swing, and compute recommendations for the golfer, as a function of the comparison; and a display module configured to display the recommendations to the golfer.
1. A system for providing a virtual golf coach, said system comprising:
one or more cameras configurable to capture a set of video recordings from one or more angles of a swing and/or strike of a golf club by a golfer;
a network of one or more servers, said network in communicative connection with said cameras and said network comprising:
a processing module configured to:
receive said set of videos;
3D model the trajectory of said swing/strike;
3D model said golfer;
a machine learning module configured to:
receive one or more of said 3D swing-trajectory and golfer models of said swings/strikes for one or more professional golfers;
compute a 3D model of one or more reference swings, as a function of an aggregation of said swings/strikes of professional golfers;
a database configured for storing said reference swing(s)/strike(s);
an analysis module configured to:
receive said 3D swing/strike trajectory model for said golfer;
receive said 3D golfer model;
compare said 3D trajectory model with a said reference swing;
compute one or more recommendations for said golfer, as a function of said comparison; and
a display module configured to display said recommendations to said golfer.
2. The system of claim 1 , wherein computing said reference swing is further a function of recommendations of one or more golf experts.
3. The system of claim 1 , wherein said 3D trajectory model is divided into a portion before said strike and a portion during said strike.
4. The system of claim 1 , wherein said 3D modeling of said golfer's swing draws bounding rectangles in said videos around said hands and said club and analyzes said rectangles based on HOG signs trained by an AdaBoost training algorithm.
5. The system of claim 1 , wherein said processing model is further configured to compute a model of said golfer.
6. The system of claim 1 , wherein said processing module is configured to compute a trajectory of a golf ball driven by said strike, employing a Kalman filter algorithm.