Motion scoring method, device, equipment and storage medium
A technology of sports and human movement, applied in the direction of equipment, physical therapy or behavior, calculation, etc., can solve the problems of poor fitness effect and uncertainty of whether the fitness action meets the standard, and achieve the effect of improving the effect
Active Publication Date: 2020-12-22
GUANGDONG OPPO MOBILE TELECOMM CORP LTD
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[0004] The exercise scoring method, device, equipment, and storage medium provided by the embodiments of the present application can solve the problem that the user cannot determine whether the exercise action meets the standard when the user performs independent exercise, resulting in poor exercise effect
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[0025] In order to make the purpose, technical solution and advantages of the present application clearer, the implementation manners of the present application will be further described in detail below in conjunction with the accompanying drawings.
[0026] First, the nouns involved in this application are introduced.
[0027] Motion scoring model: It is a mathematical model used to score the similarity between user actions and standard actions based on input human motion parameters.
[0028] Optionally, the motion scoring model includes but is not limited to: deep neural network (Deep Neural Network, DNN) model, recurrent neural network (Recurrent Neural Networks, RNN) model, embedding (embedding) model, gradient boosting decision tree (Gradient Boosting Decision Tree, GBDT) model, logistic regression (LogisticRegression, LR) model at least one.
[0029] The DNN model is a deep learning framework. The DNN model includes an input layer, at least one hidden layer (or middle ...
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The application discloses a motion scoring method, device, equipment and storage medium, belonging to the field of image data processing. The method includes: acquiring a target video, the target video includes a human body motion image, the human body motion image is an image when the target object moves according to a standard motion image; extracting the target human body motion parameters from the target video, the target human body motion parameters include different parts of the target object The motion parameters of the target human body are input into the motion evaluation model to obtain a motion score, and the motion evaluation model is used to score the similarity between the human motion image and the standard motion image. In the embodiment of the present application, the motion evaluation model can score the similarity between the human body motion image and the standard motion image, and the user can know the similarity with the standard motion image according to the motion score in the process of self-exercise, and can further Adjust your own exercise posture according to the exercise score, thereby improving the effect of users' independent fitness.
Description
technical field [0001] The embodiments of the present application relate to the field of image data processing, and in particular to a motion scoring method, device, equipment, and storage medium. Background technique [0002] With the continuous improvement of people's living standards, more and more users start to exercise. In order to facilitate people to exercise independently, a large number of fitness applications have emerged. [0003] When the terminal runs the fitness application program, it shows the fitness action to the user in the form of voice, animation or picture, and the user performs self-exercise by imitating the fitness action. Contents of the invention [0004] The exercise scoring method, device, equipment, and storage medium provided by the embodiments of the present application can solve the problem that the user cannot determine whether the exercise action meets the standard when the user performs independent exercise, resulting in poor exercise ef...
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IPC IPC(8): G16H20/30G06K9/00G06K9/62
CPCG06V40/20G06V20/42G06F18/22
Inventor 刘耀勇陈岩
Owner GUANGDONG OPPO MOBILE TELECOMM CORP LTD