Training devices for trajectory-based sports
Methods and apparatus related to improving player performance for trajectory-based sports are described. In particular, sporting devices are described that can be utilized to improve player performance in basketball. The sporting devices can include a camera-based system configured to capture and analyze the trajectory of a shot taken by a player. The camera-based system can be configured to provide feedback that allows a player to optimize the trajectory mechanics associated with shooting a basketball. In one embodiment, the camera-based system can be used in conjunction with a training aid that is attached to a basketball rim. The training aid can be configured to improve the trajectory mechanics of individuals utilizing the modified basketball rim to practice their shooting.
1. A trajectory detection and analysis system, comprising:
a camera configured to capture images of a ball launched by a participant of a sports activity along a trajectory during a shot of the ball toward a goal within the sports activity, wherein the ball travels along the trajectory and reaches the goal from a launch point for the shot;
at least one computer configured to analyze the images to determine a plurality of locations of the ball along the trajectory, the at least one computer configured to predict, based on the determined locations, a portion of the trajectory and to predict an outcome of the shot at the goal based on the predicted portion of the trajectory, wherein the outcome is one of a made shot or a missed shot; and
a feedback interface configured to output information indicative of the predicted outcome before the ball reaches the goal for the shot.
2. The system of claim 1 , wherein the feedback interface is configured to output the information in an audio format.
3. The system of claim 1 , wherein the feedback interface is configured to output the information in a visual format.
4. The system of claim 1 , wherein the at least one computer is configured to perform a curve fit of the trajectory based on the plurality of locations and to predict the portion of the trajectory based on the curve fit.
5. The system of claim 1 , wherein the ball is a basketball, and wherein the goal is a basketball goal.
6. The system of claim 5 , wherein the information indicates whether the basketball is predicted to pass through a hoop of the basketball goal.
7. The system of claim 5 , wherein the information indicates a predicted trajectory of the basketball after the basketball bounces off of a hoop of the basketball goal.
8. The system of claim 5 , wherein the at least one computer is configured to determine whether the predicted portion of the trajectory passes through a target area, and wherein the information indicates whether the predicted portion of the trajectory is determined to pass through the target area.
9. The system of claim 8 , wherein the at least one computer is configured to determine at least one parameter of the shot based on the images and to determine the target area based on the at least one parameter.
10. The system of claim 9 , wherein the at least one parameter is based on the predicted portion of the trajectory.
11. The system of claim 1 , wherein the feedback interface comprises a display configured to output the information indicative of the predicted outcome to a spectator before the ball reaches the goal for the shot.
12. The system of claim 11 , wherein the display is a portable viewing device.
13. A trajectory detection and analysis method, comprising:
capturing, with a camera, images of a ball launched by a participant of a sports activity along a trajectory during a shot of the ball toward a goal within the sports activity, wherein the ball travels along the trajectory and reaches the goal from a launch point for the shot;
analyzing the images with at least one computer;
determining, with the at least one computer, a plurality of locations of the ball along the trajectory based on the analyzing;
predicting, with the at least one computer, a portion of the trajectory of the ball based on the determined locations before the ball reaches the goal for the shot;
predicting, with the at least one computer, an outcome of the shot at the goal based on the predicted portion of the trajectory before the ball reaches the goal for the shot, wherein the outcome is one of a made shot or a missed shot; and
outputting, with a feedback interface, information indicative of the predicted outcome before the ball reaches the goal for the shot.
14. The method of claim 13 , further comprising:
performing, with the at least one computer, a curve fit of the trajectory based on the plurality of locations,
wherein the predicting the portion of the trajectory is based on the curve fit.
15. The method of claim 13 , wherein the ball is a basketball, and wherein the goal is a basketball goal.
16. The method of claim 15 , wherein the information indicates whether the basketball is predicted to pass through a hoop of the basketball goal.
17. The method of claim 15 , wherein the information indicates a predicted trajectory of the basketball after the basketball bounces off of a hoop of the basketball goal.
18. The method of claim 13 , further comprising:
determining, with the at least one computer, whether the predicted portion of the trajectory passes through a target area,
wherein the information indicates whether the predicted portion of the trajectory is determined to pass through the target area.
19. The method of claim 18 , further comprising:
determining, with the at least one computer, at least one parameter of the shot based on the analyzing; and
determining the target area based on the at least one parameter.
20. The method of claim 19 , wherein the at least one parameter is based on the predicted portion of the trajectory.