KR20230163023A - Intelligent fitness service operertion method and system for sharing information evaluated based on exercise result of fitness member - Google Patents

Abstract

The present invention discloses an intelligent fitness method and system for sharing information evaluated based on exercise records of fitness members.
According to one embodiment of the present invention, as a method for sharing information evaluated based on a fitness member's exercise record over a communication network, the fitness management unit of the intelligent fitness system transmits management information to a smart fitness display installed at each of multiple fitness points. Courses offered; A process of receiving login information from the member terminal device of the fitness member that recognizes the management information, in the fitness management unit of the intelligent fitness system, and providing exercise content matching the member terminal device to the smart fitness display; A process of providing an exercise program identical to or related to the exercise content to the member terminal device in the customized exercise unit of the intelligent fitness system; In the exercise evaluation unit of the intelligent fitness system, an exercise record generated through the fitness member's exercise process for the exercise content or exercise program is received from the smart fitness display or the member terminal device, and the exercise record is received from the manager terminal device. The process of evaluating exercise posture by providing; In the exercise result section of the intelligent fitness system, calculating calorie consumption based on the exercise record and adding it with the exercise posture evaluation information to generate a scored exercise result; And, in the information sharing unit of the intelligent fitness system, a process of sharing the exercise result information through the fitness display or other member terminal devices installed at each fitness point.

Description

Intelligent fitness service operation method and system for sharing information evaluated based on fitness members’ exercise records {INTELLIGENT FITNESS SERVICE OPERERTION METHOD AND SYSTEM FOR SHARING INFORMATION EVALUATED BASED ON EXERCISE RESULT OF FITNESS MEMBER}

The present invention relates to an intelligent fitness service operation method and system for sharing information evaluated based on fitness members' exercise records. More specifically, customized exercise content (or exercise programs) is provided to members of a fitness branch, and information (e.g., scored exercise results) is evaluated by an administrator (particularly a trainer) based on the corresponding exercise records. It is about technology that can provide a variety of fitness services by sharing it with other fitness branches and other members.

As people's interest in health management increases, home training, which involves exercising alone in your spare time at home or in the office, is attracting attention. In these cases, most people learn how to use various types of fitness equipment and exercise methods piecemeal through smartphone videos. In these exercise methods, the exerciser must choose an exercise method that is suitable for him/herself, and actually perform the exercise accurately. It has the limitation that it is difficult to check (evaluate) whether it exists.

Therefore, for more specialized exercise, you can register at a fitness branch (center) to receive a systematic exercise program and perform customized exercise based on your body and lifestyle patterns. However, although most people acknowledge the importance of systematic exercise management by a professional instructor (trainer), the reality is that they find it quite difficult to regularly visit a professional fitness branch and exercise consistently due to their busy daily lives and difficulty in motivating themselves. am.

In addition, there are many cases where the participation rate decreases over time due to a lack of motivation among members using fitness branches. In addition, in the existing fitness franchise model, the management of exercise content at branches (chain stores) is not systematic, and there is no accurate evaluation standard for each exercise routine or lack of information, so the quality of training (exercise program) and member satisfaction depend on the trainer's individual capabilities. may be affected, and there are limitations that make it difficult to systematically provide customized exercise content to many members.

In order to solve these problems, we provide various fitness services that can provide exercise content suitable for members of a fitness branch in real time and accurately evaluate exercise records based on this to form exchanges and communities among members. development is required.

Public Patent Publication No. 10-2016-0064893 (Publication date: 2016.06.08.)

The present invention is intended to solve all the problems of the prior art as described above. First, each fitness branch is equipped with a separate smart fitness display to identify (log in) members who visit the fitness branch and provide customized exercise content, At the same time, the purpose is to provide an exercise program (a program that is the same as or related to the exercise content) that can be used in conjunction with the member's (fitness member) terminal device.

Second, the present invention collects the member's exercise records (exercise amount information, exercise videos, etc.) according to the customized exercise content and the exercise program, and information evaluated by the manager (particularly the trainer) based on this (e.g., There is another purpose in sharing the scored exercise results) with other fitness branches and other members.

Third, the present invention provides exercise results scored by adding up the exercise posture evaluation information analyzed through the process of checking (evaluating) the exercise record by the manager and the calorie consumption calculated from the exercise record, based on various criteria (e.g., Another purpose is to share the rankings of communities grouped by one or more of age, gender, occupation, and sports experience.

Fourth, the present invention detects human body information (member) in a segmented image through image preprocessing of image information (exercise image) in the exercise record for the exercise posture evaluation information, and uses this to estimate human body posture based on deep learning (Human body posture estimation). Another purpose is to evaluate the exercise posture by comparing and analyzing it with the posture analysis algorithm through the Pose Estimation method and then check (evaluate) it again by the manager.

Fifth, the present invention recognizes the angle and face of the member's major body joints, determines exercise satisfaction (exercise achievement) and suspected disease information according to facial expressions, and provides fitness information including health information accordingly. Another purpose is to recommend exercise courses and health check-up items suitable for members.

The purpose of the present invention is to provide a method for sharing information evaluated based on exercise records of fitness members over a communication network, where the fitness management unit of an intelligent fitness system provides management information through smart fitness displays installed at each of multiple fitness points. procedure; A process of receiving login information from the member terminal device of the fitness member that recognizes the management information, in the fitness management unit of the intelligent fitness system, and providing exercise content matching the member terminal device to the smart fitness display; A process of providing an exercise program identical to or related to the exercise content to the member terminal device in the customized exercise unit of the intelligent fitness system; In the exercise evaluation unit of the intelligent fitness system, an exercise record generated through the fitness member's exercise process for the exercise content or exercise program is received from the smart fitness display or the member terminal device, and the exercise record is received from the manager terminal device. The process of evaluating exercise posture by providing; In the exercise result section of the intelligent fitness system, calculating calorie consumption based on the exercise record and adding it with the exercise posture evaluation information to generate a scored exercise result; and sharing, in the information sharing unit of the intelligent fitness system, the exercise result information through the fitness display or other member terminal devices installed at each fitness point.

At this time, the exercise record includes video information captured by the fitness member and detailed information input from the member terminal device, and the exercise posture evaluation process is performed by determining the exercise posture based on the exercise record in the manager terminal device. Evaluate and generate exercise posture evaluation information, or collect the image information from the exercise record and use the human body information detected through image detection in the segmented image through image pre-processing to perform deep learning-based human pose estimation. The exercise posture can be evaluated using a two-dimensional or three-dimensional posture analysis algorithm, and the exercise posture evaluation information can be generated by evaluating the exercise posture again in the manager terminal device.

In addition, the calorie consumption includes gender, weight and age among the personal information of the fitness member corresponding to the member terminal device in the standard calorie consumption measured for each section (by movement) of the exercise content or the exercise program. It may be the calorie consumption for each member calculated by reflecting the body information.

In addition, the sharing process shares ranking information of communities grouped based on one or more of the age, gender, occupation, and exercise experience of the member terminal device corresponding to the exercise result information, and the management information is stored in the fitness center. Information containing an image code that identifies a point, and the matching exercise content is exercise stored in the intelligent fitness system based on one or more of personal information, exercise records, exercise posture evaluation, and exercise results of the member terminal device. Content can be searched and provided.

In addition, the intelligent fitness system further includes a fitness provider, and analyzes the angles and face information of body joints according to the exercise result information to determine the exercise satisfaction and suspected disease information of the fitness member of the member terminal device. A process of providing fitness information including related health information can be further performed.

In addition to this, the present invention can also be achieved by another method, system, and a computer-readable recording medium for recording a computer program for executing the method.

According to the present invention, first, each fitness branch is equipped with a separate smart fitness display to provide customized exercise content to members who visit the fitness branch, and at the same time, exercise can be used in conjunction with the member's (fitness member) terminal device. Since programs (same or related to the exercise content) can be provided, the effect of providing exercise convenience and various fitness services can be expected.

Second, according to the present invention, the member's exercise records (e.g., exercise amount, exercise video, etc.) according to the customized exercise content and the exercise program are collected, and information evaluated by the manager (particularly the trainer) based on this is collected. (For example, scored exercise results) can be shared with other fitness branches and other members to promote the purpose and motivation of exercise.

Third, according to the present invention, the exercise results scored by adding the exercise posture evaluation information analyzed through the process of checking (evaluating) the exercise record by the manager and the calorie consumption calculated from the exercise record are calculated based on various criteria (e.g. For example, it can be shared as a ranking of communities grouped by one or more of age, gender, occupation, and exercise experience), allowing more precise and diverse exercise analysis results to be confirmed.

Fourth, according to the present invention, for the exercise posture evaluation information, human body information (member) is detected in the segmented image through image preprocessing of the image information (exercise image) in the exercise record, and human body posture estimation based on deep learning is used. After evaluating the exercise posture by comparing and analyzing it with a posture analysis algorithm through the (Human Pose Estimation) method, it can be checked (evaluated) again by the manager, making it faster and more accurate through artificial intelligence technology and the comprehensive judgment of experts. Analysis can be expected.

Fifth, the present invention recognizes the angle and face of the member's major body joints, determines exercise satisfaction (exercise achievement) and suspected disease information according to facial expressions, and provides fitness information including health information accordingly. Because exercise courses and health check-up items suitable for members can be recommended, reasonable exercise effects that reflect the member's health status and condition can be expected.

Figure 1 is a diagram showing the configuration of an entire system for sharing information evaluated based on exercise records of fitness members according to an embodiment of the present invention.
Figure 2 is a diagram illustrating in detail the internal configuration of the intelligent fitness system 200 according to an embodiment of the present invention.
Figure 3 is a flowchart between each component for sharing information evaluated based on a fitness member's exercise record according to an embodiment of the present invention.
Figure 4 is a diagram showing the process (steps) of utilizing intelligent fitness to share information evaluated based on exercise records of fitness members according to an embodiment of the present invention.
Figures 5 to 8 are screens for explaining in detail the screens for each process (step) of Figure 4.
Figure 9 is a diagram for explaining the process of creating an exercise record of a fitness member according to an embodiment of the present invention.

The detailed description of the present invention described below refers to the accompanying drawings, which show by way of example specific embodiments in which the present invention may be practiced. It should be understood that the various embodiments of the present invention are different from one another but are not necessarily mutually exclusive. In the present invention, combinations of each block of the attached configuration diagram (block diagram) and each step of the flow diagram can be performed by computer program instructions. Each of these blocks or steps may represent a module, segment, or portion of code containing one or more executable instructions for executing specified logical function(s). Additionally, it should be noted that in some alternative embodiments it is possible for the functions mentioned in blocks or steps to occur out of order. For example, two blocks or steps that are adjacent or shown in order may in fact be performed substantially at the same time, or the blocks or steps may be performed in reverse order according to the corresponding function.

Additionally, it should be understood that the location or arrangement of individual components within each disclosed embodiment may be changed without departing from the spirit and scope of the invention. Accordingly, the detailed description given below is not intended to be taken in a limiting sense, and the scope of the present invention should be construed to encompass all scopes equivalent to those claimed in the claims. Additionally, similar reference numbers in the drawings refer to identical or similar functions across various aspects, and their shapes may be exaggerated for convenience.

Meanwhile, the terms used in the present invention are terms used to appropriately express preferred embodiments of the present invention, and may vary depending on the user's intention or customs in the field to which the present invention belongs. Therefore, the definitions of these terms should be understood based on the content throughout this specification. When a part in the entire specification is said to “include” a certain element, this means that it does not exclude other elements, but may further include other elements, unless specifically stated to the contrary. Additionally, terms such as “unit” used in the specification refer to a unit that processes at least one function or operation, and may be implemented as hardware or software, or as a combination of hardware and software.

Hereinafter, preferred embodiments of the present invention will be described in detail with reference to the attached drawings in order to enable those skilled in the art to easily practice the present invention.

Configuration of the entire system

The detailed description below relates to an intelligent fitness method and system for sharing information evaluated based on exercise records of fitness members according to the present invention. For convenience of explanation, a representative configuration includes a communication network 100 and an intelligent fitness system. The configuration of the system 200, smart fitness display 300, member terminal device 400, administrator terminal device 500, and server 600 is described as an example, but these configurations do not necessarily mean that all configurations are required. . As another example, the server 600 may be integrated into the intelligent fitness system 200, and more details will be understood through the detailed description below.

Figure 1 is a diagram showing the configuration of an entire system for sharing information evaluated based on exercise records of fitness members according to an embodiment of the present invention.

Referring to FIG. 1, the entire system according to an embodiment of the present invention includes a communication network 100, an intelligent fitness system 200, a smart fitness display 300, a member terminal device 400, and an administrator terminal device 500: fitness It may be configured to include a branch manager terminal device and/or an instructor/trainer terminal device) and a server 600.

First, the communication network 100 according to an embodiment of the present invention collects data between the intelligent fitness system 200, the smart fitness display 300, the member terminal device 400, the administrator terminal device 500, and the server 600. It is a network that can perform a series of data transmission and reception operations for transmission and information exchange, and can be configured regardless of the communication mode such as wired and/or wireless.

More specifically, this communication network 100 includes a local area network (LAN), a metropolitan area network (MAN), a wide area network (WAN), and an integrated services digital network (ISDN). ), wireless LAN, mobile communication network, WiFi (Wireless Fidelity), Bluetooth or ZigBee, etc., or a variety of forms that can be connected and configured by a combination of these. It may be a wired/wireless communication network, but this is explained as an example, and the present invention is not limited thereto, and known communication technologies can be adopted and used without limitation. Preferably, it may be an Internet network that can use World Wide Web (WWW) services.

Next, the intelligent fitness system 200 according to an embodiment of the present invention provides customized exercise content and an exercise program that can be used in connection with the fitness branch and its members (exercise members), and exercises according to the corresponding exercise content. It may be a system that performs a central main server function that provides various fitness services by sharing information (e.g., scored exercise results) evaluated by the administrator based on records with other fitness branches and other members. .

More specifically, this intelligent fitness system 200 provides management information (e.g., image code) that can perform an identification function to the smart fitness display 300 installed at each fitness point, and the fitness system that recognizes this By receiving login information from the branch member's member terminal device 400, customized exercise content matching the member terminal device 400 can be provided to the smart fitness display 300. A member or trainer can directly manipulate the smart fitness display 300 to play customized exercise content.

In addition, the intelligent fitness system 200 provides an exercise program that is the same as or related to the exercise content to the member terminal device 400, and displays the exercise content or the exercise program on the smart fitness display 300 or the member terminal device 400. The member's exercise records (e.g., exercise videos) for the program are collected, and based on this, they are provided to the administrator's terminal device (500: for example, the trainer/instructor or branch manager's terminal device of the fitness center) to provide professional training. You can have your exercise posture evaluated (checked). At this time, the exercise posture evaluation may be evaluated by comparing and analyzing the exercise posture with a posture analysis algorithm using a deep learning-based human pose estimation method, and then confirmed (evaluated) by the manager (trainer). there is.

In addition, the intelligent fitness system 200 can calculate calorie consumption based on the exercise record and add it with the exercise posture evaluation information to generate a scored exercise result based on various criteria (e.g., age, The ranking of the community grouped by one or more of gender, occupation, and exercise experience) can be shared through the smart fitness display 300 and/or other member terminal devices 400 installed at each fitness point. . At this time, the calorie consumption is the standard calorie consumption measured for each section (by movement) of the exercise content or the exercise program, and the gender, weight, and age of the personal information of the fitness member corresponding to the member terminal device 400. It may be the calorie consumption for each member calculated by reflecting the included body information.

Additionally, the intelligent fitness system 200 may further include an attendance point management unit (not shown) that manages attendance point information of members in order to encourage consistent attendance of members. For example, attendance points are points accumulated each time a member attends, and members can use the attendance points to purchase products at a fitness center or a shopping mall operated by a fitness franchise affiliate. The amount of attendance points can be adjusted in conjunction with the member's attendance rate over a certain period of time.

In addition, the intelligent fitness system 200 analyzes the angles and face information of body joints according to the exercise result information to determine exercise satisfaction and suspected disease information of the fitness member of the member terminal device 400, and accordingly It is also possible to recommend (provide) healthcare information including health information (appropriate exercise courses and health check-up items). The intelligent fitness system 200 according to an embodiment of the present invention can be understood in more detail through the following detailed description with reference to FIG. 2.

Next, the smart fitness display 300 according to an embodiment of the present invention is installed at each of multiple fitness points (fitness centers) and is managed (controlled) through the intelligent fitness system 200, and the member terminal device 400 and /Or it may be a device that can perform an intelligent fitness service according to the present invention in conjunction with the manager terminal device 500.

More specifically, this smart fitness display 300 may provide at least one of a server function and a display function of a fitness branch. First, the server function of the fitness point can transmit and receive management information provided from the intelligent fitness system 200 to each fitness point. For example, an image code (barcode, QR code) that identifies the fitness point. When information including (e.g., etc.) is received and displayed, it can be provided as a login means to the member terminal device 400 visiting the corresponding fitness branch. In addition, it collects exercise information, operation information, visit information, etc. about the fitness branch and its members and transmits it to the intelligent fitness system 200 to perform the function of transmitting and receiving various needs related to the fitness branch. You can.

In addition, the display function of the fitness point can be performed. When installed indoors or outdoors, various information provided by the intelligent fitness system 200 is visually displayed or external image information is recognized (stored). It can perform the function: As an example, the function of displaying customized exercise content provided by the intelligent fitness system 200, filming the member's exercise appearance accordingly, and saving it as an exercise record can be performed. For this purpose, the smart fitness display 300 The provided camera module (not shown) recognizes the member in front of the display screen, records the member's exercise, creates an exercise record, and allows the member to check the video in real time. You can maintain the correct exercise posture by displaying it.

Meanwhile, this smart fitness display 300 can display various information including a separate promotional function, and is further equipped with a mirror film (not shown) including a polarizing function on the display, so that specific light is reflected. By allowing certain light to pass through, it can function as a display and a mirror at the same time. Therefore, in order to maintain accurate exercise posture, members can use both the display function and the mirror function to not only check themselves exercising in real time, but also record themselves exercising (exercise record). there is.

However, in a preferred embodiment of the present invention, in order to overcome the inconvenience of accessibility and privacy and security problems in a manner in which multiple members share and use the smart fitness display 300, the smart fitness display 300 is preferably used. ), an exercise program (same or related to the exercise content) that can be used in connection with the customized exercise content is also provided to the member's terminal device 400, which can be expected to provide exercise convenience and various fitness services. .

Meanwhile, the display function of the smart fitness display 300 may be comprised of a display means that may be comprised of LCD (Liquid Crystal Display), OLED (Organic Light Emitting Diodes), etc., and a camera module (not shown). The present invention is not limited to this, and known techniques can be adopted and used without limitation. At this time, the smart fitness display 300 may include a touch screen and function as an input means, through which an interactive multimedia function can be implemented.

Next, the member terminal device 400 according to an embodiment of the present invention is a terminal device possessed by a member of a fitness branch, and is connected to the intelligent fitness system 200 through the smart fitness display 300 installed at the branch. It may be a digital device that includes a function to transmit and receive information related to the member's exercise.

More specifically, the member terminal device 400 can recognize management information including identification information for the corresponding fitness point displayed on the smart fitness display 300 and perform the function of logging in the member's visit (access). there is. Accordingly, the member terminal device 400 receives an exercise program identical to or related to the exercise content matched to the member provided by the intelligent fitness system 200 to the smart fitness display 300 according to login and displays it to the member. It can perform its function. At this time, the exercise program may be exercise information that is the same as or linked to the exercise content.

For example, when the smart fitness display 300 receives and displays management information including an image code (barcode, QR code, etc.) that can identify the fitness point, a member who has visited the fitness point can use his/her member terminal. The member's visit can be authenticated by recognizing management information (image code) through a camera module (not shown) provided in the device 400. This camera module is a camera that includes an image sensor and a basic image processing module. It may be a device, capable of performing an image acquisition function. At this time, the camera module has a built-in image processing module that processes still images or moving images obtained by an image sensor (e.g., CMOS or CCD), and can extract objects (particularly, human bodies) of necessary information.

Additionally, the member terminal device 400 receives an exercise program that is the same as or related to the exercise content matched to the corresponding member from the intelligent fitness system 200 and displays it. After the member performs an exercise according to the exercise content, the trainer can evaluate the member's exercise posture level and transmit this information to the intelligent fitness system 200. Alternatively, the smart fitness display 300 may provide exercise records created by photographing the member performing exercise to the intelligent fitness system 200, thereby providing scored exercise results evaluated by the intelligent fitness service, and various It can also be shared as a ranking of communities grouped according to criteria.

Meanwhile, since this member terminal device 400 may be a terminal device (e.g., a smartphone) that the member can always carry, the member can conveniently use it at a time and place of his or her choice without limitations on accessibility in space or time. You can perform (exercise) an exercise program provided by the intelligent fitness system 200.

Such member terminal device 400 is a dedicated app provided by the intelligent fitness system 200 and/or server 600 to process and manage such fitness-related information, or a dedicated web with the same function. Additional programs may be installed.

Next, the manager terminal device 500 according to an embodiment of the present invention is a terminal device owned by a fitness branch manager and/or a fitness instructor (trainer), and receives and verifies (evaluates) the exercise records of members of the fitness branch. ) It may be a digital device that includes a function that can.

More specifically, the manager terminal device 500 connects (communicates) with the intelligent fitness system 200 and receives the member's exercise record from the smart fitness display 300 and/or the member terminal device 400, It can be provided by evaluating (checking) exercise posture. Alternatively, the trainer may directly observe and evaluate (confirm) the member's exercise posture.

At this time, the exercise posture evaluation may be evaluated visually/subjectively through the administrator terminal device 500 or through direct observation, but the intelligent fitness system 200 uses a deep learning-based human pose estimation method. It may be a double evaluation method in which the exercise posture is evaluated by comparative analysis using a posture analysis algorithm, and then confirmed (evaluated) again by the manager terminal device 500.

In addition, when the manager terminal device 500 is the branch manager terminal, it is possible to overall manage the operation of the branch including the smart fitness display 300 installed at the branch, instructors (trainers), and members.

Meanwhile, the member terminal device 400 and/or the administrator terminal device 500 according to an embodiment of the present invention described above include a mobile communication terminal device, an information communication device, a multimedia terminal device, a wired terminal device, and a wireless terminal device. and various known digital devices such as IP (Internet Protocol) terminal devices can be adopted without limitation. Specifically, terminal devices include smart phones, portable terminals, mobile terminals, foldable terminals, personal digital assistants (PDAs), and PMPs (portable multimedia devices). Player terminals, telematics terminals, Slate PCs, Tablet PCs, ultrabooks, wearable devices, etc., are equipped with a memory means and equipped with a microprocessor to provide computing power. It is a digital device equipped with an input means such as a keyboard and mouse for inputting information, and if it includes wired/wireless communication functions, it can be adopted as a terminal device according to the present invention.

Lastly, the server 600 according to an embodiment of the present invention is an intelligent fitness system 200, a smart fitness display 300, a member terminal device 400, and/or an administrator terminal device 500 on the communication network 100. It can perform the function of an operating server that transmits, receives, and manages information between servers.

More specifically, this server 600 may be an operation server of the site. In this case, the server 600 includes the intelligent fitness system 200, smart fitness display 300, member terminal device 400, and/or administrator terminal. It may operate a dedicated web and/or app program that connects the device 500, or perform functions to support it. In addition, the server 600 supports interfaces necessary for building applications such as API (Application Programming Interface) on the web/app so that the application for implementing the exercise-related content platform of the intelligent fitness system 200 can run. It can also perform the function

Meanwhile, in FIG. 1 showing an embodiment of the present invention, the server 600 and the intelligent fitness system 200 are shown as being configured separately, but the intelligent fitness system 200 may be used as necessary when implementing the present invention. It will be apparent to those skilled in the art that it can be configured by integrating into the server 600.

Configuration of the intelligent fitness system 200

In the detailed description below, the internal configuration of the intelligent fitness system 200 and the function of each component that performs important functions for implementing the present invention will be discussed.

Figure 2 is a diagram illustrating in detail the internal configuration of the intelligent fitness system 200 according to an embodiment of the present invention.

Referring to Figure 2, the intelligent fitness system 200 according to an embodiment of the present invention includes a fitness management unit 210, a customized exercise unit 220, an exercise evaluation unit 230, an exercise result unit 240, and an information sharing unit. It may be configured to include (250), a healthcare provision unit (260), a database (270), a communication unit (280), and a control unit (290).

According to one embodiment of the present invention, a fitness management unit 210, a customized exercise unit 220, an exercise evaluation unit 230, an exercise result unit 240, an information sharing unit 250, and a healthcare provision unit 260. , the database 270, the communication unit 280, and the control unit 290, at least some of which are connected to the smart fitness display 300, the member terminal device 400, the administrator terminal device 500, and/or the server 600 and data. These may be program modules that transmit and receive. These program modules may be included in the intelligent fitness system 200 in the form of operating systems, application modules, and other program modules, and may be physically stored on various known storage devices, such as hardware components (e.g. For example, a general-purpose processor, a dedicated processor) and/or software components (e.g., firmware, application, program module) and a combination thereof. Additionally, these program modules may be stored in a remote storage device capable of communicating with the intelligent fitness system 200. Meanwhile, these program modules include routines, subroutines, programs, objects, components, data structures, etc. that perform specific tasks or execute specific abstract data types according to the present invention, but the present invention is not limited thereto. .

First, the fitness management unit 210 according to an embodiment of the present invention provides management information to the smart fitness display 300 installed at each of a plurality of fitness points, and logs in from the member terminal device 400 of the fitness member that recognizes this. By receiving information, a function of providing exercise content matching the member terminal device 400 to the smart fitness display 300 can be performed.

More specifically, the fitness management unit 210 can provide management information to the smart fitness display 300 to enable identification of fitness points, and the management information includes an image code (e.g., barcode, QR code, etc.) may be included, so that unique identification information of the fitness branch can be displayed and provided through the smart fitness display 300. However, the present invention is not limited to this, and known technologies such as an identification method through wireless transmission and reception technology using near field communication (NFC) and an authentication identification method through encryption technology can be utilized without limitation.

In addition, the fitness management unit 210 receives login information from the member terminal device 400 of the fitness branch that recognizes the management information, and provides exercise content (customized exercise content) matching the member terminal device 400. The function provided by the branch's smart fitness display 300 can be performed. At this time, the login information may be an authentication (confirmation) process performed on the member terminal device 400, and a representative example may be a general ID and PASSWORD security process, but is not limited to this and includes fingerprint recognition, pattern recognition, and facial recognition. It should be understood as including all known security technologies such as recognition. In addition, the matched exercise content is provided by searching the exercise content stored in the intelligent fitness system 200 based on one or more of personal information, exercise records, exercise posture evaluation, and exercise results of the member terminal device 400. can do.

In addition, the fitness management unit 210 collects operation information, member information, etc. for each fitness branch from the smart fitness display 300 and/or the manager terminal device 500 (particularly, the fitness branch manager terminal device) and provides information related to the fitness branch. It can perform the function of analyzing various needs and providing various management support services and membership management services accordingly.

Next, the customized exercise unit 220 according to an embodiment of the present invention provides an exercise program identical to or related to the exercise content provided on the smart fitness display 300 to the corresponding member terminal device 400 of the fitness branch. It can perform its function.

More specifically, this customized exercise unit 220 is displayed on the smart fitness display 300 of the branch when login is performed by the member terminal device 400 of the member visiting the fitness branch in the above-described fitness management unit 210. At the same time that exercise content suitable for the member is provided, the same or related exercise content can also be provided to the member terminal device 400.

Therefore, if a member pays a certain additional cost, the member is free from the inconvenience of having to visit a fitness branch and exercise, and can use a terminal device (for example, a smartphone) that the member can always carry with him or her. Through the member terminal device 400, you can conveniently perform (exercise) the same or related exercise program as the exercise content provided by the intelligent fitness system 200 at your desired time and place, without limitations on accessibility in space or time. It may be possible.

Next, the exercise evaluation unit 230 according to an embodiment of the present invention records the exercise record of the fitness branch member for the exercise content or the exercise program on the smart fitness display 300 or the member terminal device 400. It can receive the information and provide it to the administrator terminal device 500 to perform the function of evaluating the exercise posture.

More specifically, the exercise evaluation unit 230 records the exercise record generated by photographing the member's exercise form from a camera module (not shown) provided in the smart fitness display 300 or the member terminal device 400. can receive. At this time, the exercise record, including video information captured by the fitness member and detailed information (e.g., number of exercises, exercise time, etc.) entered by the member terminal device 400, is provided to the manager terminal device 500. And, the instructor (trainer) and/or branch manager of the manager terminal device 500 evaluates (checks) the exercise posture based on this and inputs it through the administrator terminal device 500 to generate exercise posture evaluation information for the member. You can.

However, because this subjective/visual exercise posture evaluation by the manager has limitations that make it difficult to objectively evaluate the exercise records of many members, the limitations of the manager's evaluation can be overcome by adding an AI algorithm evaluation step. To this end, the exercise evaluation unit 230 may collect the image information and perform image pre-processing and image detection to detect human body information in the segmented images through the image pre-processing. Subsequently, after performing the AI evaluation step of evaluating the exercise posture with a 2-dimensional or 3-dimensional posture analysis algorithm through a deep learning-based human pose estimation method among the detected human body information, the manager terminal described above More objective and accurate exercise posture evaluation information can be generated through a dual evaluation method in which additional evaluation (confirmation) is performed by the device 500.

At this time, if the AI evaluation step is described in more detail, the image pre-processing process of image information during exercise recording may perform the function of acquiring the image data in a stream manner and extracting it as an image in chronological order. In addition, by performing data pre-processing such as adjusting the size of the image data to fit the object detection module, a body detection function for recognizing a human body (member) can be performed in the segmented image through the image pre-processing. At this time, among the detected human body detection information, pose estimation information is provided through two-dimensional or three-dimensional pose analysis through deep learning-based human pose estimation. For example, two-dimensional pose estimation method. This can be done using the FPD (Fast Human Pose Estimation) learning method, and as a 3D pose estimation method, 3D Human Pose Estimation includes a model-based method using a 3D body model and an estimation without a 3D model. Model-free method can be used. In addition, for verification of posture estimation data, the number of frames and error size (range) can be set variably. Since the characteristics of the camera are different and the shooting distance is also different, the position value of the posture information of the person (member) in the estimated image can be estimated differently for each.

However, the present invention is not limited to this and should be understood as encompassing all various known human body posture estimation technologies. The exercise evaluation unit 230 according to an embodiment of the present invention can be understood in more detail through the following detailed description with reference to FIGS. 3 and 4.

Next, the exercise result unit 240 according to an embodiment of the present invention performs a function of calculating calorie consumption based on the exercise record and adding it with the exercise posture evaluation information to generate a scored exercise result. can do.

More specifically, the exercise result unit 240 calculates the amount of calories consumed based on the exercise record generated by photographing the member's exercise form from the camera module provided in the smart fitness display 300 or the member terminal device 400. Calorie consumption is determined by the member terminal device 400 and/or the administrator terminal device 500 according to the calorie consumption information for each section (for each movement) set in the exercise content (or exercise program). However, it can also be calculated programmatically when analyzing human motion based on the algorithm of exercise posture evaluation according to the present invention.

In other words, the calorie consumption is calculated by reflecting physical information including gender, weight and age among the personal information of the fitness member corresponding to the member terminal device 400 in the standard calorie consumption measured for each section (by movement). This may be the calculated calorie consumption for each member.

For example, calorie consumption information may be set by measuring in advance the exercise intensity when performing the exercise movement based on an exerciser with a standard body, and this can be used to evaluate the exercise posture in the exercise evaluation unit 230. Accordingly, it can be calculated by reflecting the member's physical information. As an example, the intelligent fitness system 200 can measure and set the exercise intensity (Mets) for the exercise content (or exercise program) in advance. Typically, a standard exerciser uses a known breathing gas analysis device to measure the exercise intensity (Mets) in the form of a mask. You can measure maximum oxygen intake (VO _2peak ) and respiratory exchange rate (RER) by wearing a portable respiratory gas analyzer, and additionally, you can measure maximum heart rate (HR _max ) by wearing a heart rate monitor. That is, by measuring one or more of the standard exerciser's highest oxygen intake (VO _2peak ), respiratory exchange rate (RER), and maximum heart rate (HR _max ), exercise intensity (Mets) according to energy consumption per hour (Kcal/h) The energy metabolism including can be analyzed. For reference, at this time, the maximum heart rate (HR _max : maximal heart rate) may mean the maximum heart rate that the exerciser can achieve for 1 minute, and the maximum oxygen uptake (VO _2peak : maximal oxygen uptake) is the maximum heart rate that the exerciser can achieve. It can mean the maximum oxygen intake capacity that can be achieved by increasing exercise intensity. In addition, the respiratory exchange ratio (RER) may refer to the ratio of the amount of oxygen inhaled and the amount of carbon dioxide exhaled during 1 minute, and the exercise intensity (Mets) is the amount of exercise per unit time, which is 1 It may mean the amount of oxygen consumed (oxygen intake) per minute. Additionally, the energy consumption per hour (Kcal/h) may refer to the calories consumed by the exerciser per hour.

Therefore, the calorie consumption information (standard calorie consumption information) for each section (by movement) of the exercise content (or exercise program) provided to the member is preset by the intelligent fitness system 200, and is set in advance by the actual member. Through an optimization process for each exerciser (member) by reflecting physical information including gender, weight and age among personal information, optimized calorie consumption can be calculated based on the exercise record of the member. In addition, the calorie consumption information calculated to be suitable for the member may be combined with the exercise posture evaluation information of the member evaluated by the exercise evaluation unit 230 to provide (generate) a scored exercise result.

Next, the information sharing unit 250 according to an embodiment of the present invention performs a function of sharing the exercise result information through the smart fitness display 300 or other member terminal device 400 installed at each fitness point. You can.

More specifically, the information sharing unit 250 lists the exercise result information of the member terminal device 400 as ranking information so that it can be used not only for oneself but also for other members of the same fitness branch and/or other fitness branches. You can also share it with other members. In particular, ranking information can be shared in communities grouped based on one or more of the age, gender, occupation, and exercise experience of members corresponding to the exercise result information. Through this, we overcome the limitations in forming a community due to the lack and closedness of means of exchange between members and fitness branches, strengthen the members' sense of purpose and motivation, and encourage exchange and community among members. can contribute to its formation.

In addition, although not shown in the drawing, the intelligent fitness system 200 may further include an attendance point management unit (not shown). The attendance point management department is a component that manages members’ attendance point information to encourage consistent attendance. The attendance point management department can manage information on the current attendance points for each member, additional attendance points granted based on the number of attendances, and benefits for each attendance point granted to members.

Next, the healthcare provider 260 according to an embodiment of the present invention analyzes the angles and facial information of major body joints according to the exercise result information and reports exercise satisfaction (exercise achievement) to the corresponding member terminal device 400. ) and suspected disease information, and can perform the function of providing fitness information including health information accordingly.

More specifically, the healthcare provider 260 recognizes the angles and faces of major body joints from the exercise content and the exercise result information of the member according to the exercise content, and determines exercise satisfaction based on the angles of the body joints and facial expressions. Since it is possible to determine (exercise achievement) and suspected diseases and recommend customized fitness information including appropriate additional exercise courses and health check-up items, reasonable exercise effects that reflect the member's health status and condition can be expected.

At this time, the healthcare provider 260 classifies movements based on the human body information and the posture estimation information and classifies suspected diseases through analysis of angle data of major body (joint) parts of the user. By measuring the range of motion, which is the angle of the body (joint) part, and searching for and analyzing the maximum angle, the health information including information on suspected diseases can be provided.

For example, through the motion classification process, the peak frame of the position and angle of the body joints (neck, shoulder, waist, knee, ankle, etc.) can be analyzed, and the peak frame of the neck, shoulder, waist, knee, ankle, etc. For each major body part, you can calculate the distance from the center of the body (center coordinates of Body Detection). Therefore, through the motion classification process, suspected diseases can be classified by analyzing data such as the angles of major joints such as the neck, shoulder, waist, knee, and ankle. Representative examples include analysis of shoulder diseases such as frozen shoulder, There may be knee disease analysis and gait analysis to predict trunk imbalance.

In addition, the healthcare provider 260 recognizes the member's face and calculates exercise satisfaction (exercise achievement) according to the facial expression, estimates suspected diseases based on exercise satisfaction during specific movements, or provides an appropriate exercise course accordingly. I could recommend more. Since the processing process through this AI algorithm can be used by adopting known technologies, detailed description will be omitted in the present invention.

Next, the database 270 according to an embodiment of the present invention includes fitness branch information, member information, administrator information, exercise content information, exercise program information, exercise record information, human body information, posture estimation information, and exercise posture evaluation information. , It may be a storage device that can store exercise result information, ranking information, sharing information, and fitness information. At this time, connection (login) information, information transmission and reception details, etc. of the smart fitness display 300, member terminal device 400, and/or manager terminal device 500 may be further stored. The database 270 is a concept that includes a computer-readable recording medium, and refers not only to a narrow database, but also to a database in a broad sense including data records based on a file system, even if it is a simple set of logs. If data can be extracted through search, it can be included in the database referred to in the present invention.

Next, the communication unit 280 according to an embodiment of the present invention includes the internal components of the intelligent fitness system 200 including the smart fitness display 300, the member terminal device 400, the administrator terminal device 500, and/or It can perform a function that allows data (information) to be transmitted and received with an external device such as the server 600. This communication unit 280 can adopt known wired/wireless communication methods without limitation, and may also be a communication method linked to the Internet network.

Finally, the control unit 290 according to an embodiment of the present invention includes a fitness management unit 210, a customized exercise unit 220, an exercise evaluation unit 230, an exercise result unit 240, an information sharing unit 250, It may perform a function of controlling the flow of data between the healthcare provider 260, the database 270, and the communication unit 280. That is, the control unit 290 according to the present invention controls the flow of data from the outside or between each component of the intelligent fitness system 200, thereby controlling the fitness management unit 210, the customized exercise unit 220, and the exercise evaluation unit ( 230), the exercise result unit 240, the information sharing unit 250, the healthcare provision unit 260, the database 270, and the communication unit 280 can each be controlled to perform their own functions.

In order to help you understand the more specific configuration of the intelligent fitness system 200 according to the present invention described above, the detailed description below will describe an intelligent fitness process (method) for sharing information evaluated based on a fitness member's exercise record. ) will be explained with an example.

intelligent fitness course

In the detailed description below, the intelligent fitness system 200, the smart fitness display 300, and the member terminal device 400 will be described with respect to the intelligent fitness process for sharing information evaluated based on the exercise records of fitness members according to the present invention. ) and the manager terminal device 500, the data processing process is explained as an example, but this is a description of the most representative process for convenience of explanation, and the present invention is not limited thereto.

In addition, a detailed description of the method of each intelligent fitness system 200, smart fitness display 300, member terminal device 400, and/or manager terminal device 500 refers to the configuration of the system with reference to FIG. 1 described above. It should be omitted as it is the same as or substantially similar to .

Figure 3 is a flowchart between each component for sharing information evaluated based on a fitness member's exercise record according to an embodiment of the present invention.

First, referring to FIG. 3, the fitness management unit 210 of the intelligent fitness system 200 may perform a process (S10) of providing management information to the smart fitness display 300 installed at each of a plurality of fitness points. . At this time, the management information may be information including an image code (barcode, QR code, etc.) that identifies the fitness point, and the unique identification information of the fitness point can be displayed and provided through the smart fitness display 300. there is.

Subsequently, the fitness management unit 210 of the intelligent fitness system 200 receives login information from the member terminal device 400 of the fitness member that recognizes the management information (S20) (S30), and receives login information from the member terminal device 400 of the fitness member (S20). ) may be performed (S50) of providing exercise content matching (S40) to the smart fitness display 300. At this time, the matched exercise content is provided by searching the exercise content stored in the intelligent fitness system 200 based on one or more of the personal information of the member terminal device 400, exercise records, exercise posture evaluation, and exercise results. You can.

Next, the customized exercise unit 220 of the intelligent fitness system 200 may perform a process (S60) of providing an exercise program identical to or related to the exercise content to the member terminal device.

Subsequently, in the exercise evaluation unit 230 of the intelligent fitness system 200, the fitness member's exercise performance process for the exercise content or exercise program in the smart fitness display 300 or the member terminal device 400 The exercise record generated (saved) through (S51, S61) is received (S52, S62), and the exercise record is provided to the manager terminal device 400 (S71), so that the exercise posture can be evaluated (S70). there is.

At this time, the exercise record includes video information captured by the fitness member and detailed information (e.g., number of exercises, exercise time, etc.) entered by the member terminal device, and is provided to the manager terminal device 400. Based on this, the exercise posture is evaluated to generate exercise posture evaluation information, or the image information is collected from the exercise record and the human body information detected through image detection in the segmented image through image pre-processing is used to generate deep learning-based human body information. The exercise posture is evaluated using a 2-dimensional or 3-dimensional posture analysis algorithm through the human pose estimation method, and this is provided to the manager terminal device 400, and the exercise posture is evaluated based on this to provide exercise posture evaluation information. can be created. Therefore, more objective and accurate exercise posture evaluation information can be generated using the dual evaluation method.

Next, in the exercise result unit 240 of the intelligent fitness system 200, the calorie consumption is calculated based on the exercise record, and the calculated amount is added with the exercise posture evaluation information to generate a scored exercise result (S80). can be performed. At this time, the calorie consumption is the standard calorie consumption measured for each section (by movement) of the exercise content or the exercise program, including gender, weight and personal information of the fitness member corresponding to the member terminal device 400. This may be the calorie consumption for each member calculated by reflecting physical information including age. A more detailed method of calculating calorie consumption will be omitted since it has already been described in the detailed description with reference to FIG. 2.

Subsequently, in the information sharing unit 250 of the intelligent fitness system 200, a process (S90) of sharing the exercise result information through the fitness display 300 or other member terminal devices 400 installed at each fitness point. can be performed. At this time, in the sharing process (S90), ranking information of the community grouped based on one or more of the age, gender, occupation, and exercise experience of the member terminal device corresponding to the exercise result information can be shared. Meanwhile, the attendance point management department manages attendance points for each member and can provide relevant members with information on the current attendance rate, information on current attendance points, and benefits that can be obtained by using attendance points. Through this, you can motivate members to attend.

Meanwhile, the intelligent fitness system 200 further includes a healthcare provider 260, and analyzes the angle and face information of body joints according to the exercise result information to determine the exercise satisfaction and satisfaction level of the corresponding member terminal device 400. A process (S100) of determining suspected disease information and providing fitness information including health information accordingly may be further performed.

In the description of the process (method), there is a fitness management unit 210, a customized exercise unit 220, an exercise evaluation unit 230, an exercise result unit 240, an information sharing unit 250, and a healthcare provision unit. The various processes of the present invention performed at 260 are omitted as they overlap with the detailed description of the configuration of the intelligent fitness system 200 with reference to FIG. 2.

Examples of intelligent fitness services

In the detailed description below, in the intelligent fitness service for sharing information evaluated based on the exercise records of fitness members according to the present invention, as an example, it corresponds to the smart fitness display 300 installed indoors at a fitness branch. An example is given where a fitness member uses his or her smartphone as a member terminal device 400 to share customized exercise content or information evaluated based on exercise records according to an exercise program. However, this is an example for convenience of explanation. This has been explained by way of example, and the present invention is not limited thereto.

Figure 4 is a diagram showing the process (steps) of utilizing intelligent fitness to share information evaluated based on exercise records of fitness members according to an embodiment of the present invention.

Figures 5 to 8 are screens for explaining in detail the screens for each process (step) of Figure 4.

Figure 9 is a diagram for explaining the process of creating an exercise record of a fitness member according to an embodiment of the present invention.

First, referring to FIG. 4, screen (a) shows a smart fitness display installed at the fitness branch using a member terminal device 400, which is his/her smartphone, when a member of the fitness branch visits the fitness branch in the building. It is possible to log in to the intelligent fitness system 200 by recognizing the management information including the QR code, which is identification information for the corresponding fitness point, displayed at 300. Since the member's smartphone is further installed with a dedicated app program provided by the intelligent fitness system 200 and/or the server 600 to process and manage the fitness service, it can be conveniently used. By recognizing the QR code displayed on the smart fitness display 300, a login process can be performed as shown in FIG. 5.

Next, in screen (b), the intelligent fitness system 200 may provide customized exercise content matched to the member on the smart fitness display 300 according to the login of the member's smartphone, which is the member terminal device 400. At this time, the exercise content may, for example, provide strength exercise and/or routine exercise suitable for the logged in member as shown in FIG. 6.

Next, screen (c) may receive an exercise program that is the same as or related to the exercise content from the member's smartphone, which is the member terminal device 400, and provide it to the member. At this time, when the member performs an exercise process according to the exercise content or the exercise program through the smartphone, which is the smart fitness display 300 or the member terminal device 400, it is displayed on the smart fitness display 300, as shown in FIG. 9. a) or an exercise record (e.g., exercise video) created by recording the exercise process of the member 10 through the camera module (A) provided in each smartphone, which is the member terminal device (400, b). can be created.

For example, as shown in FIG. 7, when an exercise process is performed according to the strength exercise and/or routine exercise provided to the member, the exercise record (e.g., exercise video) can be generated by filming the exercise process.

Next, screen (d) shows the process of evaluating the member's exercise posture (including a deep learning-based human body posture estimation method) and the exercise record by the manager terminal device (500, especially the trainer) that has received the exercise record. Through the process of calculating calorie consumption as a basis and adding it with the exercise posture evaluation information to generate scored exercise results, the scored exercise results can be shared with other fitness branches and other members.

As an example, as shown in Figure 8, the ranking information of the community grouped based on one or more of the member's age, gender, occupation, and exercise experience can be shared with other fitness branches and other members to promote the purpose and motivation of exercise. can be promoted.

Embodiments according to the present invention described above may be implemented in the form of program instructions that can be executed through various computer components and recorded on a computer-readable recording medium. The computer-readable recording medium may include program instructions, data files, data structures, etc., singly or in combination. Program instructions recorded on the computer-readable recording medium may be specially designed and configured for the present invention, or may be known and usable by those skilled in the computer software field. Examples of computer-readable recording media include magnetic media such as hard disks, floppy disks and magnetic tapes, optical recording media such as CD-ROMs and DVDs, and magneto-optical media such as floptical disks. media), and hardware devices specifically configured to store and perform program instructions, such as ROM, RAM, flash memory, etc. Examples of program instructions include not only machine language code such as that created by a compiler, but also high-level language code that can be executed by a computer using an interpreter or the like. The hardware device may be configured to operate as one or more software modules to perform processing according to the invention and vice versa.

In addition, in the detailed description of the present invention, specific details such as specific components and limited embodiments and drawings have been described, but this is only provided to facilitate a more general understanding of the present invention, and the present invention is not limited to the above embodiments. This does not apply, and those skilled in the art can make various modifications and changes based on this description. Therefore, the spirit of the present invention is not limited to the above-described embodiments, and the scope of the patent claims described later as well as all modifications equivalent to or equivalent to the claims fall within the scope of the spirit of the present invention. They will say they do it.

A: Camera module
100: communication network
200: Intelligent fitness system
210: Fitness Management Department
220: Customized athletic department
230: Exercise evaluation department
240: Exercise results report
250: Information Sharing Department
260: Healthcare provision department
270: database
280: Department of Communications
290: Control unit
300: Smart fitness display
400: Member terminal device
500: Administrator terminal device
600: server

Claims (5)

As a method for sharing information evaluated based on a fitness member's exercise records on a communication network,
A process of providing management information through smart fitness displays installed at each fitness point in the fitness management department of the intelligent fitness system;
A process of receiving login information from the member terminal device of the fitness member that recognizes the management information, in the fitness management unit of the intelligent fitness system, and providing exercise content matching the member terminal device to the smart fitness display;
A process of providing an exercise program identical to or related to the exercise content to the member terminal device in the customized exercise unit of the intelligent fitness system;
In the exercise evaluation unit of the intelligent fitness system, an exercise record generated through the fitness member's exercise process for the exercise content or exercise program is received from the smart fitness display or the member terminal device, and the exercise record is received from the manager terminal device. The process of evaluating exercise posture by providing;
In the exercise result section of the intelligent fitness system, calculating calorie consumption based on the exercise record and adding it with the exercise posture evaluation information to generate a scored exercise result; and
In the information sharing unit of the intelligent fitness system, sharing the exercise result information through the fitness display or other member terminal devices installed at each fitness point;
An intelligent fitness service operation method comprising:
According to paragraph 1,
The exercise record is,
Contains video information captured by the fitness member and detailed information input from the member terminal device,
The exercise posture evaluation process is,
The manager terminal device evaluates the exercise posture based on the exercise record and generates exercise posture evaluation information,
Collect the image information from the exercise record, analyze the human body information detected through image detection in the segmented image through image pre-processing, and analyze 2D or 3D posture through deep learning-based Human Pose Estimation method. An intelligent fitness method characterized in that the exercise posture is evaluated using an algorithm, and the manager terminal device evaluates the exercise posture again to generate the exercise posture evaluation information.
According to paragraph 1,
The calorie consumption is,
Calculated by reflecting the physical information including gender, weight and age among the personal information of the fitness member corresponding to the member terminal device from the standard calorie consumption measured for each section (by movement) of the exercise content or the exercise program. An intelligent fitness method characterized by calorie consumption for each member.
According to paragraph 1,
The sharing process is,
Ranking information of communities grouped based on one or more of the age, gender, occupation, and exercise experience of the member terminal device corresponding to the above exercise result information is shared,
The management information is information including an image code that identifies the fitness point, and the matching exercise content is based on one or more of the personal information of the member terminal device, exercise records, exercise posture evaluation, and exercise results. An intelligent fitness method characterized by searching and providing exercise content stored in the intelligent fitness system.
According to paragraph 1,
The intelligent fitness system further includes a healthcare provider,
The process of analyzing the angles of body joints and facial information according to the exercise result information to determine exercise satisfaction and suspected disease information of the fitness member of the member's terminal device, and providing fitness information including health information accordingly, is further carried out. An intelligent fitness method characterized by performing: