Shooting training system and method based on smart phone and artificial intelligence

A technology of artificial intelligence and smart phones, applied in the field of shooting training system, can solve the problems of inaccurate manual recording, lack of basketball, a large number of manual recording, etc., and achieve the effect of convenient intuitive feedback and convenient shooting training

Pending Publication Date: 2020-03-27
HOHAI UNIV
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  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Purpose of the invention: In view of the lack of basketball intelligent training feedback in the prior art, and the problems that a large number of manual records are required for basketball training data records, and the manual records are inaccurate, the present invention proposes a shooting training system and method based on smart phones and artificial intelligence

Method used

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  • Shooting training system and method based on smart phone and artificial intelligence
  • Shooting training system and method based on smart phone and artificial intelligence
  • Shooting training system and method based on smart phone and artificial intelligence

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Embodiment Construction

[0039] Such as figure 1 As shown, the shooting training system of the present invention includes a field positioning system, a basket detection system, a player identification system, a player action analysis system, a basketball track recording system, a goal detection system and a visual playback system; the sequence between the above systems And relationships can be adjusted as needed.

[0040] The construction of the stadium positioning system is based on the traditional contour extraction detection method for preliminary detection, or the convolutional neural network for sideline detection is used to conduct the boundary line, center line, free throw line, restricted area and the sideline of the free throw area in the mobile phone image coordinate system Under the position detection, the user can drag the sideline on the mobile phone to locate according to the detection effect, so that the positions of the boundary line, center line and free throw line of the court become...

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Abstract

The invention discloses a shooting training system and method based on a smart phone and artificial intelligence. The system comprises a court positioning system, a basket detection system, a player identity recognition system, a player action analysis system, a basketball track recording system, a goal detection system and a visual playback system. During training, the court positioning system detects positions of a court boundary line, a center line, a penalty line, and side lines of a limiting area and a penalty area; the basket detection system performs basket position detection, and performs tracking and real-time detection based on target tracking; the player identity recognition system confirms the position and identity of the player; the player action analysis system acquires player body articulation point position information; the basketball track recording system records the ball position and the target size; the goal detection system judges whether a ball enters the basket or not; and the visual playback system stores and plays back the obtained information and the frames of the video. According to the basketball shooting training system, shooting training of basketballtrainees is facilitated, and the defects of an existing shooting training system are overcome.

Description

technical field [0001] The invention relates to a shooting training system, in particular to a shooting training system and method based on smart phones and artificial intelligence. Background technique [0002] Shooting training occupies a very large proportion in basketball, but for the general public, most shooting exercises rely on video tutorials for imitation learning, lacking feedback and records of important data such as whether the movement is standard or not, basketball parabolic trajectory records, and shooting percentage records. [0003] At present, there are two main methods of shooting training: first, through video equipment collection, manual recording during video playback or offline one-on-one teaching, but this method is expensive, requires a lot of manpower, and is not efficient. Low; Second, use smart balls and courts to add position sensors, use sensors to record shooting and related training action record analysis, this method requires a lot of energy...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/32A63B69/00
CPCA63B69/00G06V40/28G06V20/40G06V10/25
Inventor 祁健王如宾
Owner HOHAI UNIV
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