CN114495594A - Online sports adaptive training method and device - Google Patents

Abstract

The invention provides a self-adaptive training method and a self-adaptive training device for an online sports item, wherein the method comprises the following steps: acquiring real-time video data and user sign data for guiding a trainer to train under a video; judging the training intensity according to the real-time video data and the user sign data, and determining the training intensity of the trainer; and adjusting the training intensity of the guide video according to the training intensity of the trainer and the preset training intensity. The invention can adjust the exercise intensity according to the exercise state of the user by judging the exercise state of the user training in real time so as to achieve the purpose of personalized exercise.

Description

Online sports adaptive training method and device

technical field

The invention relates to the field of computer technology, and in particular, to a method and device for adaptive training of online sports items.

Background technique

The sudden new crown epidemic has had a profound impact on all aspects of society. Many gathering sports activities have been suspended, and individual exercise in the family has become more and more sought after by people. At the same time, personal sports related products and applications in the family background have also been Appear. Among various sports APPs, most of them provide users with remote online guidance or sales of courses and products through online methods. Especially in the post-epidemic era, people have gradually adapted to the method of online learning. Thanks to the rapid development of 5G technology and artificial intelligence technology, more and more users are learning through online video live teaching. At the same time, with the popularity of smart wearable devices, more and more users use electronic devices to collect various health data of the human body.

Although remote exercise guidance realizes the physical isolation of people and meets people's needs to a certain extent, the problems of individualized exercise and exercise effect evaluation have gradually become prominent. First, the remote exercise guidance is mainly based on recorded video lessons or one-to-many remote live broadcasts, which makes it difficult to understand the status of each user (student) and make individual adjustments; The teaching effect is difficult to collect, and the final effect of the exercise cannot be guaranteed. Under the above background, the use of new intelligent recognition technology to solve the problem of personalized guidance and exercise evaluation feedback has become a new product demand. Except for the one-to-one remote method, the current mainstream online exercise guidance cannot solve the problem of personalized exercise guidance, and the one-to-one guidance will be very expensive.

SUMMARY OF THE INVENTION

The present invention provides an adaptive training method and device for online sports items, which are used to solve the defect that individualized training methods cannot be provided in the prior art, and realize the purpose of adjusting the exercise intensity according to the exercise state of the user to achieve the purpose of individualized exercise. .

In a first aspect, the present invention provides an online sports adaptive training method, comprising:

Obtain the real-time video data and user sign data of the trainer's training under the guidance video;

Judging the training intensity according to the real-time video data and the user sign data, and determining the training intensity of the trainer;

The training intensity of the instruction video is adjusted according to the training intensity of the trainer and a preset training intensity.

Further, according to an online sports adaptive training method provided by the present invention, after the trainer finishes training, the exercise effect is scored according to the collected training video data and user sign data of the trainer during the training.

Further, according to an online sports adaptive training method provided by the present invention, wherein the training intensity judgment is performed according to the real-time video data and the user sign data to determine the training intensity of the trainer, which specifically includes: :

Determine the real-time action frequency of the trainer according to the real-time video data;

Determine the exercise load index of the trainer according to the user sign data;

The training intensity of the trainer is determined according to the real-time action frequency and the exercise load index.

Further, according to an online sports adaptive training method provided by the present invention, the training intensity of the instruction video is adjusted according to the training intensity of the trainer and a preset training intensity, which specifically includes:

If the training intensity of the trainer is lower than the preset training intensity, increasing the training intensity of the instruction video;

If the training intensity of the trainer is higher than the preset training intensity, reducing the training intensity of the instruction video;

If the training intensity of the trainer is the same as the preset training intensity, the training intensity of the instruction video is maintained.

Further, according to a kind of online sports adaptive training method provided by the present invention, wherein, the guidance video includes audio and video, and the improving the training intensity of the guidance video specifically includes:

Accelerating the playback of the audio to obtain the accelerated audio;

Performing frame drawing on the connected video to reduce the time interval between groups, accelerating the playback of the loop action video or increasing the number of loops of the loop action video to obtain the accelerated video;

The accelerated audio and the accelerated video are time-line aligned to obtain a video with enhanced training intensity.

Further, according to a kind of online sports adaptive training method provided by the present invention, wherein, the guidance video includes audio and video, and the improving the training intensity of the guidance video specifically includes:

decelerating the audio to obtain the decelerated audio;

Inserting frames on the connected videos increases the time interval between frames, slowing down the loop action video or reducing the number of loops of the loop action video to obtain a decelerated video;

The time line of the decelerated audio and the decelerated video are aligned to obtain a video with a reduced training intensity.

Further, according to an online sports adaptive training method provided by the present invention, the determining the real-time action frequency of the trainer according to the real-time video data specifically includes:

Obtain each target action of the trainer in the real-time video data;

Determine the start and end frames in the real-time video of each target action;

The exercise frequency of the trainer is determined according to the start and end frames.

In a second aspect, the present invention provides an online sports adaptive training device, comprising:

The data acquisition module is used to acquire the real-time video data and user sign data of the trainer training under the guidance video;

an intensity determination module, configured to judge the training intensity according to the real-time video data and the user sign data, and determine the training intensity of the trainer;

An intensity adjustment module, configured to adjust the training intensity of the instruction video according to the training intensity of the trainer and a preset training intensity.

In a third aspect, the present invention also provides an electronic device, comprising a memory, a processor, and a computer program stored in the memory and running on the processor, when the processor executes the program, the processor implements any of the above The steps of the above-mentioned adaptive training method for online sports.

In a fourth aspect, the present invention also provides a non-transitory computer-readable storage medium on which a computer program is stored, and when the computer program is executed by the processor, implements any of the above-mentioned online sports adaptive training methods A step of.

The present invention provides an online sports adaptive training method and device, by acquiring real-time video data and user sign data that guide trainers to train under video; further, determining the trainer based on the acquired video data and user sign data The training intensity of the instruction video is adjusted by the obtained training intensity of the trainer and the preset training intensity. The present invention realizes the purpose of personalized exercise by judging the exercise state of the user training in real time, and adjusting the exercise intensity according to the exercise state of the user.

Description of drawings

In order to explain the present invention or the technical solutions in the prior art more clearly, the following will briefly introduce the accompanying drawings that need to be used in the description of the embodiments or the prior art. Obviously, the accompanying drawings in the following description are the For some embodiments of the invention, for those of ordinary skill in the art, other drawings can also be obtained according to these drawings without any creative effort.

Fig. 1 is one of the schematic flow charts of the online sports adaptive training method provided by the present invention;

Fig. 2 is the second schematic flow chart of the online sports adaptive training method provided by the present invention;

Fig. 3 is the user's exercise effect analysis and evaluation flow schematic diagram of the online sports adaptive training method provided by the present invention;

Fig. 4 is the flow chart of the real-time exercise intensity feedback evaluation method of the online sports adaptive training method provided by the present invention;

Fig. 5 is the flow chart of the exercise intensity online adaptive adjustment method of the online sports adaptive training method provided by the present invention;

6 is a schematic structural diagram of an online sports adaptive training device provided by the present invention;

FIG. 7 is a schematic structural diagram of an electronic device provided by the present invention.

Detailed ways

In order to make the objectives, technical solutions and advantages of the present invention clearer, the technical solutions in the present invention will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are part of the embodiments of the present invention. , not all examples. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.

Below in conjunction with Fig. 1-Fig. 2, the present invention provides an online sports adaptive training method, including:

Step 100: Obtain real-time video data and user sign data for training by the trainer under the guidance video;

Specifically, in the present invention, the trainer follows the instructional video to train, so when judging the trainer's training state, the trainer's real-time training data and the user's real-time sign data need to be acquired. The real-time training data is obtained by acquiring the real-time video data of the trainer, and the user's sign data is obtained by acquiring the physiological characteristic indicators such as the user's heart rate. In the present invention, whether it is the instruction video or the real-time acquisition of the training of the trainer, it can be either an ordinary picture video, or a video with depth information, that is, the video picture is rgdb data or point cloud data, and other types of video pictures of the present invention Nor is it restricted.

Step 200: Judging the training intensity according to the real-time video data and the user sign data, and determining the training intensity of the trainer;

Specifically, in the present invention, as shown in FIG. 2 , after obtaining the real-time video data and user sign data of the trainer, the exercise intensity of the trainer is judged according to these two indicators, so as to obtain the real-time exercise state of the trainer. .

Step 300: Adjust the training intensity of the instruction video according to the training intensity of the trainer and a preset training intensity.

Specifically, as shown in FIG. 2 , whether the intensity of the user's current exercise meets the predefined intensity requirements, if the intensity does not meet the requirements, the exercise intensity is adjusted in real time through the exercise intensity online adjustment module. In the present invention, the intensity adjustment is realized by changing three indicators of the number of action groups, the interval between groups, and the action frequency of the instruction video.

An online sports adaptive training method provided by the present invention is obtained by acquiring real-time video data and user sign data that guide the trainer to train under the video; furthermore, the training of the trainer is determined based on the acquired video data and user sign data. Intensity: The training intensity of the instruction video is adjusted by the obtained training intensity of the trainer and the preset training intensity. The present invention realizes the purpose of personalized exercise by judging the exercise state of the user training in real time, and adjusting the exercise intensity according to the exercise state of the user.

Further, according to an online sports adaptive training method provided by the present invention, after the trainer finishes training, the exercise effect is scored according to the collected training video data and user sign data of the trainer during the training.

Specifically, as shown in FIG. 3 , the athlete collects exercise videos, user sign data and intermediate data calculated on the basis of the video and sign data during the exercise under video guidance while wearing the wearable device. The number and frequency of actual exercise actions, and the heart rate/blood oxygen curve is used to calculate the index of the user's cardiorespiratory index. Finally, there is the intensity of the instructional video as well as the intensity data from the actual workout as a reference. The user's exercise effect is evaluated in two aspects: 1) The index conformity evaluation, including: the number of exercise groups, the number of movements in each group, the exercise intensity level, the conformity of the heart rate and blood oxygen curve at each stage of exercise, according to experts Knowledge assigns corresponding weights to different indicators, and calculates the score; 2) Refinement analysis of user exercise effect evaluation, it is necessary to use video to analyze the category of each action exercised by the user, as well as the degree of compliance with the same standard action (through the exercise video and the standard instruction video. The action comparison can obtain the corresponding angle of the skeleton frame and the estimated height of the body from the ground, etc.), and each action is assigned a different score. The final index conforming score and refined analysis score are weighted and normalized to form the final evaluation and analysis report of the user's exercise.

Further, according to an online sports adaptive training method provided by the present invention, wherein the training intensity judgment is performed according to the real-time video data and the user sign data to determine the training intensity of the trainer, which specifically includes: :

Determine the real-time action frequency of the trainer according to the real-time video data;

Determine the exercise load index of the trainer according to the user sign data;

The training intensity of the trainer is determined according to the real-time action frequency and the exercise load index.

Specifically, according to an online sports adaptive training method provided by the present invention, the determining the real-time action frequency of the trainer according to the real-time video data specifically includes: acquiring each of the trainers in the real-time video data. target action, determine the start and end frames in the real-time video of each target action; determine the exercise frequency of the trainer according to the start and end frames.

With reference to FIG. 4 , during the process of exercising synchronously with the instruction video, the exerciser will collect exercise video and user sign data in real time. In this technical solution, the sign data includes heart rate and blood oxygen. The skeleton sequence composed of the key points of human skeleton can be obtained by analyzing the exercise video through the similar convolutional neural network (CNN) model of open-pose, and then the user's target action in the video can be identified through the recurrent neural network (RNN) model, and further determined The start and end frames of each action of the user, so as to obtain the actual action frequency of the user under the guidance of the guidance video. On the other hand, using the heart rate and blood oxygen curve collected by the wearable device, the user's real-time exercise load indicators can be calculated, such as: average heart rate, exercise intensity, blood oxygen average, and blood oxygen content variation range. With the help of logistic regression model, the real-time frequency of target action and exercise load are used to obtain the user's real-time exercise intensity. In the technical solution of the present invention, the real-time exercise intensity is divided into 1-6 grades, and the larger the number, the higher the intensity. The real-time exercise intensity level evaluation results will eventually be fed back to the exercise intensity adjustment module, and the real-time online adjustment of exercise intensity is carried out. The adjustment is carried out by synthesizing the frequency of the guidance video in real time. The detailed description is included in the discussion of the exercise intensity adjustment module. middle.

Further, according to an online sports adaptive training method provided by the present invention, the training intensity of the instruction video is adjusted according to the training intensity of the trainer and a preset training intensity, which specifically includes:

If the training intensity of the trainer is lower than the preset training intensity, increasing the training intensity of the instruction video;

If the training intensity of the trainer is higher than the preset training intensity, reducing the training intensity of the instruction video;

If the training intensity of the trainer is the same as the preset training intensity, the training intensity of the instruction video is maintained.

Specifically, as shown in FIG. 5 , the user's exercise intensity assessment will feedback the user's exercise intensity level (levels 1 to 6) in real time during the exercise process, and the feedback level is compared with the preset exercise level. If they are the same, continue exercising, otherwise Online adjustment of exercise intensity is carried out according to the level difference. Specifically, if the training intensity of the trainer is lower than the preset training intensity, the training intensity of the instruction video is increased; if the training intensity of the trainer is higher than the preset training intensity, the training intensity of the instruction video is reduced. strength.

Further, according to a kind of online sports adaptive training method provided by the present invention, wherein, the guidance video includes audio and video, and the improving the training intensity of the guidance video specifically includes:

Accelerating the playback of the audio to obtain the accelerated audio;

Performing frame drawing on the connected video to reduce the time interval between groups, accelerating the playback of the loop action video or increasing the number of loops of the loop action video to obtain the accelerated video;

The accelerated audio and the accelerated video are time-line aligned to obtain a video with enhanced training intensity.

Further, according to a kind of online sports adaptive training method provided by the present invention, wherein, the guidance video includes audio and video, and the improving the training intensity of the guidance video specifically includes:

decelerating the audio to obtain the decelerated audio;

Inserting frames on the connected videos increases the time interval between frames, slowing down the loop action video or reducing the number of loops of the loop action video to obtain a decelerated video;

The time line of the decelerated audio and the decelerated video are aligned to obtain a video with a reduced training intensity.

Specifically, the goal of exercise intensity adjustment is achieved by synthesizing the guidance videos. Instructional video consists of audio and video, and video is connected by connecting video and looping actions. During the adjustment process, if you want to increase the exercise intensity, you need to speed up the playback speed of the audio. At the same time, frame the connected video to reduce the time interval between groups, and accelerate the playback of the loop action video. Of course, you can also use Increasing the number of loops in the looping action video increases the number of action sets in the instructional video. Finally, the audio and video are time-aligned and played back online. Conversely, if you want to reduce the intensity of the exercise, you need to slow down the audio playback speed, interpolate the connecting video and increase the time interval between groups, or slow down the playback of the looping action video. Similarly, the number of action groups in the instructional video can be reduced by reducing the number of loops of the looping action video. Finally, the audio and video are aligned on the timeline, and the guidance video is synthesized and played online.

6, the present invention provides an online sports adaptive training device, including:

The data acquisition module 61 is used to acquire the real-time video data and user sign data of the trainer training under the guidance video;

an intensity determination module 62, configured to judge the training intensity according to the real-time video data and the user sign data, and determine the training intensity of the trainer;

The intensity adjustment module 63 is configured to adjust the training intensity of the instruction video according to the training intensity of the trainer and a preset training intensity.

Since the apparatuses provided in the embodiments of the present invention can be used to execute the methods described in the foregoing embodiments, the working principles and beneficial effects thereof are similar, so they are not described in detail here. For details, refer to the descriptions of the foregoing embodiments.

An online sports adaptive training method provided by the present invention is obtained by acquiring real-time video data and user sign data that guide the trainer's training under the video; furthermore, the training of the trainer is determined based on the acquired video data and user sign data. Intensity: The training intensity of the instruction video is adjusted by the obtained training intensity of the trainer and the preset training intensity. The present invention realizes the purpose of personalized exercise by judging the exercise state of the user training in real time, and adjusting the exercise intensity according to the exercise state of the user.

Further, according to an online sports adaptive training device provided by the present invention, it further includes an evaluation module, and the evaluation module is used for: after the trainer finishes training, according to the collected training video of the trainer during the training The data and user sign data are used for sports effect scoring.

Further, according to an online sports adaptive training device provided by the present invention, the intensity determination module 62 is specifically used for:

Determine the real-time action frequency of the trainer according to the real-time video data;

Determine the exercise load index of the trainer according to the user sign data;

The training intensity of the trainer is determined according to the real-time action frequency and the exercise load index.

Further, according to an online sports adaptive training device provided by the present invention, the intensity adjustment module 63 is specifically used for:

If the training intensity of the trainer is lower than the preset training intensity, increasing the training intensity of the instruction video;

If the training intensity of the trainer is higher than the preset training intensity, reducing the training intensity of the instruction video;

If the training intensity of the trainer is the same as the preset training intensity, the training intensity of the instruction video is maintained.

Further, according to a kind of online sports adaptive training method provided by the present invention, wherein, the instruction video includes audio and video, and the intensity adjustment module 63 is specifically used for:

Accelerating the playback of the audio to obtain the accelerated audio;

Performing frame drawing on the connected video to reduce the time interval between groups, accelerating the playback of the loop action video or increasing the number of loops of the loop action video to obtain the accelerated video;

The accelerated audio and the accelerated video are time-line aligned to obtain a video with enhanced training intensity.

Further, according to a kind of online sports adaptive training method provided by the present invention, wherein, the instruction video includes audio and video, and the intensity adjustment module 63 is specifically used for:

decelerating the audio to obtain the decelerated audio;

Inserting frames on the connected videos increases the time interval between frames, slowing down the loop action video or reducing the number of loops of the loop action video to obtain a decelerated video;

The time line of the decelerated audio and the decelerated video are aligned to obtain a video with a reduced training intensity.

Further, according to an online sports adaptive training method provided by the present invention, the intensity determination module 62 is specifically used for:

Obtain each target action of the trainer in the real-time video data;

Determine the start and end frames in the real-time video of each target action;

The exercise frequency of the trainer is determined according to the start and end frames.

FIG. 7 illustrates a schematic diagram of the physical structure of an electronic device. As shown in FIG. 7 , the electronic device may include: a processor (processor) 710, a communication interface (Communications Interface) 720, a memory (memory) 730 and a communication bus 740, The processor 710 , the communication interface 720 , and the memory 730 communicate with each other through the communication bus 740 . The processor 710 can call the logic instructions in the memory 730 to execute an adaptive training method for online sports, the method includes: acquiring real-time video data and user sign data for training a trainer under the guidance video; according to the real-time video The data and the user sign data are used to judge the training intensity to determine the training intensity of the trainer; the training intensity of the instruction video is adjusted according to the training intensity of the trainer and a preset training intensity.

In addition, the above-mentioned logic instructions in the memory 730 can be implemented in the form of software functional units and can be stored in a computer-readable storage medium when sold or used as an independent product. Based on such understanding, the technical solution of the present invention can be embodied in the form of a software product in essence, or the part that contributes to the prior art or the part of the technical solution. The computer software product is stored in a storage medium, including Several instructions are used to cause a computer device (which may be a personal computer, a server, or a network device, etc.) to execute all or part of the steps of the methods described in the various embodiments of the present invention. The aforementioned storage medium includes: U disk, mobile hard disk, Read-Only Memory (ROM, Read-Only Memory), Random Access Memory (RAM, Random Access Memory), magnetic disk or optical disk and other media that can store program codes .

In another aspect, the present invention also provides a computer program product, the computer program product comprising a computer program stored on a non-transitory computer-readable storage medium, the computer program comprising program instructions, when the program instructions are executed by a computer During execution, the computer can execute an online sports adaptive training method provided by the above methods, the method comprising: obtaining real-time video data and user sign data for training trainers under the guidance video; The user sign data is used to judge the training intensity to determine the training intensity of the trainer; the training intensity of the instruction video is adjusted according to the training intensity of the trainer and a preset training intensity.

In yet another aspect, the present invention also provides a non-transitory computer-readable storage medium on which a computer program is stored, and the computer program is implemented by a processor to execute an online sports adaptive training provided by each of the above. The method includes: acquiring real-time video data and user sign data for guiding a trainer to train under a video; judging the training intensity according to the real-time video data and the user sign data, and determining the training intensity of the trainer; The training intensity of the trainer and the preset training intensity are adjusted to the training intensity of the instruction video.

The device embodiments described above are only illustrative, wherein the units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, they may be located in One place, or it can be distributed over multiple network elements. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution in this embodiment. Those of ordinary skill in the art can understand and implement it without creative effort.

From the description of the above embodiments, those skilled in the art can clearly understand that each embodiment can be implemented by means of software plus a necessary general hardware platform, and certainly can also be implemented by hardware. Based on this understanding, the above-mentioned technical solutions can be embodied in the form of software products in essence or the parts that make contributions to the prior art, and the computer software products can be stored in computer-readable storage media, such as ROM/RAM, magnetic A disc, an optical disc, etc., includes several instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to perform the methods described in various embodiments or some parts of the embodiments.

Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, but not to limit them; although the present invention has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art should understand that it can still be Modifications are made to the technical solutions described in the foregoing embodiments, or some technical features thereof are equivalently replaced; and these modifications or replacements do not make the essence of the corresponding technical solutions depart from the spirit and scope of the technical solutions of the embodiments of the present invention.

Claims (10)

1. An adaptive training method for online sports, comprising:

acquiring real-time video data and user sign data for guiding a trainer to train under a video;

judging the training intensity according to the real-time video data and the user sign data, and determining the training intensity of the trainer;

and adjusting the training intensity of the guide video according to the training intensity of the trainer and the preset training intensity.

2. The adaptive online sporting events training method of claim 1 wherein after training of the trainee is completed, a score is made for the effect of the sport based on the collected instructional video data and user vital sign data of the trainee during the training session.

3. The adaptive training method for online sports events according to claim 1, wherein the determining the training intensity of the trainer by performing the training intensity judgment according to the real-time video data and the user sign data specifically comprises:

determining the real-time action frequency of the trainer according to the real-time video data;

determining the exercise load index of the trainer according to the user sign data;

and determining the training intensity of the trainer according to the real-time action frequency and the exercise load index.

4. The adaptive online sporting event training method according to claim 1, wherein the adjusting of the training intensity of the guide video according to the training intensity of the trainer and the preset training intensity comprises:

if the training intensity of the trainer is lower than the preset training intensity, the training intensity of the guide video is improved;

if the training intensity of the trainer is higher than the preset training intensity, reducing the training intensity of the guide video;

and if the training intensity of the trainer is the same as the preset training intensity, maintaining the training intensity of the guide video.

5. The adaptive training method for online sports, according to claim 4, wherein the guide video includes audio and video, and the improving the training intensity of the guide video specifically includes:

accelerating the audio frequency to play to obtain an accelerated audio frequency;

performing frame extraction on the connected videos to reduce time intervals among groups, performing accelerated playing on the circular motion videos or increasing the circulating times of the circular motion videos to obtain accelerated videos;

and aligning the time lines of the accelerated audio and the accelerated video to obtain the video with strengthened training intensity.

6. The adaptive training method for online sports, according to claim 4, wherein the guide video includes audio and video, and the improving the training intensity of the guide video specifically includes:

carrying out deceleration playing on the audio to obtain decelerated audio;

inserting frames into the connected videos to increase inter-frame time intervals, and performing speed reduction playing on the circular motion videos or reducing the circulating times of the circular motion videos to obtain the speed-reduced videos;

and aligning the time lines of the decelerated audio and the decelerated video to obtain the video with reduced training intensity.

7. The adaptive online sporting event training method according to claim 3, wherein the determining the real-time action frequency of the trainer according to the real-time video data specifically comprises:

acquiring each target action of a trainer in real-time video data;

determining a start-stop frame in the real-time video of each target action;

and determining the action frequency of the trainer according to the start-stop frame.

8. An online sporting event adaptive training device, comprising:

the data acquisition module is used for acquiring real-time video data and user sign data for guiding trainers to train under videos;

the intensity determination module is used for judging the training intensity according to the real-time video data and the user sign data and determining the training intensity of the trainer;

and the strength adjusting module is used for adjusting the training strength of the guide video according to the training strength of the trainer and the preset training strength.

9. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor when executing the program performs the steps of the method for adaptive training of online sporting events according to any of claims 1 to 7.

10. A non-transitory computer readable storage medium, having stored thereon a computer program, wherein the computer program, when executed by a processor, implements the steps of the method for adaptive training of an online sporting event according to any of claims 1 to 7.

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