CN108355322A - A kind of the fitness equipment system and application method of intelligence customized user body-building scheme - Google Patents
A kind of the fitness equipment system and application method of intelligence customized user body-building scheme Download PDFInfo
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- CN108355322A CN108355322A CN201810115279.6A CN201810115279A CN108355322A CN 108355322 A CN108355322 A CN 108355322A CN 201810115279 A CN201810115279 A CN 201810115279A CN 108355322 A CN108355322 A CN 108355322A
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- 238000000034 method Methods 0.000 title claims abstract description 22
- 238000013528 artificial neural network Methods 0.000 claims abstract description 31
- 238000002360 preparation method Methods 0.000 claims abstract description 8
- 238000005259 measurement Methods 0.000 claims abstract description 7
- 230000001133 acceleration Effects 0.000 claims description 42
- 230000009471 action Effects 0.000 claims description 40
- 230000036760 body temperature Effects 0.000 claims description 32
- 238000005265 energy consumption Methods 0.000 claims description 32
- 238000013507 mapping Methods 0.000 claims description 29
- 230000005611 electricity Effects 0.000 claims description 15
- 238000012549 training Methods 0.000 claims description 14
- 238000001514 detection method Methods 0.000 claims description 13
- 238000009529 body temperature measurement Methods 0.000 claims description 11
- 238000004891 communication Methods 0.000 claims description 10
- 230000000694 effects Effects 0.000 claims description 10
- 230000001537 neural effect Effects 0.000 claims description 6
- 239000000463 material Substances 0.000 claims description 5
- 238000007726 management method Methods 0.000 claims 2
- 238000013527 convolutional neural network Methods 0.000 description 10
- 230000006870 function Effects 0.000 description 5
- 210000002569 neuron Anatomy 0.000 description 5
- 238000000605 extraction Methods 0.000 description 4
- 210000004218 nerve net Anatomy 0.000 description 4
- 230000008569 process Effects 0.000 description 4
- 238000010586 diagram Methods 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 239000000284 extract Substances 0.000 description 2
- 230000004913 activation Effects 0.000 description 1
- 230000004075 alteration Effects 0.000 description 1
- 230000000712 assembly Effects 0.000 description 1
- 238000000429 assembly Methods 0.000 description 1
- 230000008901 benefit Effects 0.000 description 1
- 239000011248 coating agent Substances 0.000 description 1
- 238000000576 coating method Methods 0.000 description 1
- 238000010276 construction Methods 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 238000006073 displacement reaction Methods 0.000 description 1
- 230000036541 health Effects 0.000 description 1
- 238000010801 machine learning Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012544 monitoring process Methods 0.000 description 1
- 238000012545 processing Methods 0.000 description 1
- 238000002604 ultrasonography Methods 0.000 description 1
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- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B24/00—Electric or electronic controls for exercising apparatus of preceding groups; Controlling or monitoring of exercises, sportive games, training or athletic performances
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- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B24/00—Electric or electronic controls for exercising apparatus of preceding groups; Controlling or monitoring of exercises, sportive games, training or athletic performances
- A63B24/0062—Monitoring athletic performances, e.g. for determining the work of a user on an exercise apparatus, the completed jogging or cycling distance
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- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B71/00—Games or sports accessories not covered in groups A63B1/00 - A63B69/00
- A63B71/06—Indicating or scoring devices for games or players, or for other sports activities
-
- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B71/00—Games or sports accessories not covered in groups A63B1/00 - A63B69/00
- A63B71/06—Indicating or scoring devices for games or players, or for other sports activities
- A63B71/0619—Displays, user interfaces and indicating devices, specially adapted for sport equipment, e.g. display mounted on treadmills
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- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B71/00—Games or sports accessories not covered in groups A63B1/00 - A63B69/00
- A63B71/06—Indicating or scoring devices for games or players, or for other sports activities
- A63B71/0619—Displays, user interfaces and indicating devices, specially adapted for sport equipment, e.g. display mounted on treadmills
- A63B71/0669—Score-keepers or score display devices
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- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B71/00—Games or sports accessories not covered in groups A63B1/00 - A63B69/00
- A63B71/06—Indicating or scoring devices for games or players, or for other sports activities
- A63B71/0686—Timers, rhythm indicators or pacing apparatus using electric or electronic means
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H20/00—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
- G16H20/30—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to physical therapies or activities, e.g. physiotherapy, acupressure or exercising
-
- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B2220/00—Measuring of physical parameters relating to sporting activity
- A63B2220/17—Counting, e.g. counting periodical movements, revolutions or cycles, or including further data processing to determine distances or speed
-
- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B2220/00—Measuring of physical parameters relating to sporting activity
- A63B2220/30—Speed
-
- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B2220/00—Measuring of physical parameters relating to sporting activity
- A63B2220/40—Acceleration
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- Physical Education & Sports Medicine (AREA)
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Abstract
The present invention relates to a kind of the fitness equipment system and application method of intelligent customized user body-building scheme, which is set at least one body-building region, wherein each body-building region includes that center body-building area, equipment put area and rest area in preparation；The equipment puts area and is placed with multiple fitness equipments and a control device, there are one mobile devices for setting below each fitness equipment, command receiver and timer are provided in the mobile device, each described instruction receiver and each timer are communicated with the control device respectively.The present invention identifies user identity by appearance, pre-set fitness program is matched for user, and during user movement, user in real face-image, using neural network recognization user's expression classification, and judges the fatigue state of user in conjunction with other body measurement parameters, exercise program is adjusted according to human fatigue state in real time, provide more comprehensively effective exercise guide service to the user.
Description
Technical field
The present invention relates to technical field of data processing, in particular to a kind of fitness equipments of intelligent customized user body-building scheme
System and application method.
Background technology
It is strong that the gymnasium (such as gymnasium, body-building operating room) that present more and more people can arrive profession carries out movement
Body.Currently, the health and fitness facilities of the gymnasium configuration of profession are mostly intelligent instrument, intelligent instrument can detect the movement feelings of user
Condition simultaneously generates exercise data.
But the mode of labor management is mostly used for gymnasium at present, there is no the management systems of profession, can give and use
It makes troubles at family.User during the motion, often can only blindly be randomly chosen fitness tool, can not select mutually to fit with oneself
The fitness program answered, and it is unable to get good exercise guide.
Invention content
The present invention provides a kind of fitness equipment systems of intelligent customized user body-building scheme and application method, purpose to exist
In overcoming defect in the prior art, user identity is identified by appearance, pre-set fitness program is matched for user, and
During user movement, exercise program is adjusted according to User Status in real time, provides more comprehensively effective exercise guide to the user
Service.
To achieve the goals above, the present invention has following constitute：
The fitness equipment system of the intelligence customized user body-building scheme, is set at least one body-building region, wherein each
The body-building region includes that center body-building area, equipment put area and rest area in preparation；
The equipment puts area and is placed with multiple fitness equipments and a control device, and one is provided with below each fitness equipment
A mobile device is provided with command receiver and timer, each described instruction receiver and each institute in the mobile device
Timer is stated to be communicated with the control device respectively；
Four sides in each center body-building area are respectively arranged with a data acquisition components, each data acquisition components difference
It is provided with a camera, ultrasonic transmitter and ultrasonic receiver, the camera, ultrasonic transmitter and ultrasonic wave receive
Device is communicated with the control device respectively, and the side in each center body-building area is additionally provided with infrared temperature measurement apparatus；
The rest area in preparation is provided with display screen, and the display screen is communicated with the control device；
Wherein, the control device has following function：
The control device obtains the gathered data of the camera, when detecting that user occurs, according to the face of user
The identity of image recognition user, the corresponding preset fitness program of inquiry user；
The total duration of the preset fitness program of control device counting user, and described show is shown in the form of countdown
Display screen；
The control device judges the face location of user, and judges people according to the reception data of the ultrasonic receiver
The current position of body；
The control device controls the infrared temperature measurement apparatus rotational angle according to the current position of human body, makes described infrared
The face of temperature measuring equipment face user, measures the body temperature of user；
The control device obtains the gathered data of the camera, and nerve net is detected using preset user's expression
The face-image of user is inputted user's expression and detects neural network, exports the expression classification of user by network；
The control device selects corresponding fitness equipment, the instruction to the fitness equipment to connect according to preset fitness program
It receives device and sends movable signal, the mobile device for receiving movable signal is moved to center body-building area according to preset track,
After the mobile device movement in place, timer starts timing, and user is notified to start body-building；
It is more than to send timeout signal after preset time when positioned at the timer of the mobile device in center body-building area
To the control device；
The control device obtains the body temperature and expression classification of user, judges the degree of fatigue grade of user；
If the degree of fatigue grade of user is not up to preset exercise requirement, the control device will be located at it is described in
The time of the timer of the mobile device in heart body-building area resets, and restarts timing；
If the degree of fatigue grade of user reaches preset exercise requirement, the control device is to positioned at the center
The command receiver in body-building area sends return signal, and the mobile device is back to the equipment according to preset return track and puts
Put area；
The gym time in fitness equipment each period positioned at center body-building area is increased to use by the control device
The body-building total duration at family, and adjust the count down time being shown on the display screen.
Optionally, the equipment puts area and is additionally provided with charging pile, and the mobile device is moving trolley, and the movement is small
Accumulator and battery power detection circuit are provided with above vehicle, the battery power detection circuit detects the accumulator
When electricity is less than default minimum charge value, charge request signal is sent to the control device；
When the control device receives charge request signal, in the fitness program for judging user preset, current time it
Whether need to use the fitness equipment in the moving trolley in fitness project afterwards；
It needs to use the fitness equipment in preset fitness program if it is, the control device calculates current time
The duration that the project of material starts will allow charging signals and the duration to be sent to described instruction receiver, the mobile device
Be moved at the charging pile according to preset charged track, charge to reach using the project of the fitness equipment start when
When quarter, center body-building area is moved to according to default motion track；
If it is not, then the control device directly transmits the command receiver for allowing charging signals to the mobile device,
The mobile device is moved to according to preset charged track at the charging pile, is carried out charging to electricity and is full of.
Optionally, the control device includes：
Communication module, for being communicated with each data acquisition components and each mobile device；
Neural metwork training module, for being corresponded to according to each face-image in the face-image and training set in training set
Expression classification to train neural network, the input of the neural metwork training module be user's face image, export as expression class
Not；
Expression classification judgment module, the user's face image for acquiring camera input the neural network, obtain
The expression classification of user；
Degree of fatigue grade mapping block, for pre-establishing reflecting for degree of fatigue grade and body temperature and expression classification
Relationship is penetrated, according to the current body temperature of user and expression classification, judges the degree of fatigue grade of user；
Fitness program management module is established and newer fitness program, the fitness program of each user for storing user
Include the multiple fitness project data arranged in sequence, each fitness project data include fitness equipment information, item
Mesh duration and energy consumption grade；
Mobile device management module, the communication for storing fitness equipment title command receiver corresponding with fitness equipment
The mapping table of address, according to the communication for needing its command receiver of mobile mobile device name query and return in fitness program
Address is to the communication module.
Optionally, velocity sensor, timer and activity feedback are provided on the movable part of each fitness equipment
Module, when the fitness equipment is moved in the body-building area of center, the velocity sensor starts to detect corresponding movable part
Speed；
Center body-building area is additionally provided with loud speaker；
Degree of fatigue is divided into low tired, middle tired, high fatigue in the degree of fatigue grade mapping block and superelevation is tired
Labor；The energy consumption grade is divided into superelevation energy consumption, highly energy-consuming, middle energy consumption and low power consuming by fitness program management module；
When the velocity sensor detects that velocity amplitude is less than pre-set velocity threshold value, the timer starts timing；
When the timer being more than preset time threshold, the activity feedback module is by the timing number of current timer
According to being sent to the control device；
After the control device receives chronometric data, the face-image of the camera acquisition user is controlled, institute is controlled
State the body temperature that infrared temperature measurement apparatus measures user；
The expression classification judgment module obtains the gathered data of the camera, is examined using preset user's expression
Neural network is surveyed, the face-image of user, which is inputted user's expression, detects neural network, exports the expression classification of user；
The degree of fatigue grade mapping block is searched pre-set according to the body temperature of user and the expression classification of user
Mapping relations obtain the degree of fatigue grade of user；
The control device judges whether the degree of fatigue grade of user is high fatigue or superelevation fatigue；
If it is, the fitness program management module inquires the consumption of next fitness project in the fitness program of the user
Energy grade consumes energy if energy consumption grade is highly energy-consuming or superelevation, and the fitness program management module is further inquired subsequent
Other fitness projects, the fitness project by wherein energy consumption grade for middle energy consumption or low power consuming are advanced to next fitness project；
If it is not, then the control device, which controls the loud speaker, sends out prompt tone, user is prompted to continue to take exercise.
Optionally, the fitness equipment includes upper and lower open-close type fitness equipment and left-right open-close fitness equipment, it is described on
It is provided with the first counter on lower open-close type fitness equipment, the second counter is provided on the left-right open-close fitness equipment；
The upper end movable part of open-close type fitness equipment and the lower end movable part up and down are respectively arranged with acceleration sensing
Device, upper velocity sensor, lower acceleration transducer and lower velocity sensor, the left end activity of the left-right open-close fitness equipment
Portion and right end movable part are respectively arranged with left acceleration transducer, left velocity sensor, right acceleration transducer and right speed and pass
Sensor；
For upper and lower open-close type fitness equipment, acceleration that the upper acceleration transducer and lower acceleration transducer detect
When degrees of data is less than predetermined threshold value, current time is recorded, obtains the upper velocity sensor and lower velocity sensor when current
The previous moment at quarter and the directional velocity of later moment in time, if the upper velocity sensor and lower velocity sensor record it is previous
The directional velocity of moment and later moment in time is on the contrary, then the count value of first counter adds one；
For left-right open-close fitness equipment, acceleration that the left acceleration transducer and right acceleration transducer detect
When degrees of data is less than predetermined threshold value, current time is recorded, obtains the left acceleration transducer and right acceleration transducer in working as
The previous moment at preceding moment and the directional velocity of later moment in time, if the left acceleration transducer and right acceleration transducer note
The previous moment of record and the directional velocity of later moment in time are on the contrary, then the count value of second counter adds one；
The upper end movable part of open-close type fitness equipment up and down and the opposite side of lower end movable part are respectively arranged with the
One ultrasonic transmitter and the first ultrasonic receiver, left end movable part and the right end activity of the left-right open-close fitness equipment
The opposite side in portion is respectively arranged with the second ultrasonic transmitter and the second ultrasonic receiver；
The count value of each first counter adds for the moment, and first ultrasonic transmitter is to first ultrasonic wave
Receiver sends ultrasonic signal, and first ultrasonic receiver receives the ultrasonic wave of the first ultrasonic transmitter transmitting
Signal；
The count value of each second counter adds for the moment, and second ultrasonic transmitter is to second ultrasonic wave
Receiver sends ultrasonic signal, and second ultrasonic receiver receives the ultrasonic wave of the second ultrasonic transmitter transmitting
Signal；
The control device judges the folding up and down according to the ultrasonic signal that first ultrasonic receiver receives
The distance between upper end movable part and lower end movable part of formula fitness equipment；
The control device judges the opening and closing left and right according to the ultrasonic signal that second ultrasonic receiver receives
The distance between left end movable part and right end movable part of formula fitness equipment；
The control device will it is described up and down between the upper end movable part and lower end movable part of open-close type fitness equipment away from
It was recorded as the first effective action moment at the time of from more than the first pre-determined distance threshold value, and counts time at the first effective action moment
Number；
The control device by between the left end movable part and right end movable part of the left-right open-close fitness equipment away from
It was recorded as the second effective action moment at the time of from more than the second predetermined threshold value, and counts the number at the second effective action moment.
Optionally, center body-building area is additionally provided with loud speaker and display equipment；
After each fitness project, the control device obtain the first effective action moment of current statistic number or
The number at the second effective action moment；
If the number or the number at the second effective action moment at the first effective action moment of current statistic are less than default
Effective degree threshold value, then the control device control the face-image of camera acquisition user, control the infrared measurement of temperature
Device measures the body temperature of user；
The expression classification judgment module obtains the gathered data of the camera, is examined using preset user's expression
Neural network is surveyed, the face-image of user, which is inputted user's expression, detects neural network, exports the expression classification of user；
The degree of fatigue grade mapping block is searched pre-set according to the body temperature of user and the expression classification of user
Mapping relations obtain the degree of fatigue grade of user；
The control device judges whether the degree of fatigue grade of user is high fatigue or superelevation fatigue；
If it is, the fitness program management module inquires the consumption of next fitness project in the fitness program of the user
Energy grade consumes energy if energy consumption grade is highly energy-consuming or superelevation, and the fitness program management module is further inquired subsequent
Other fitness projects, the fitness project by wherein energy consumption grade for middle energy consumption or low power consuming are advanced to next fitness project；
If it is not, then the fitness program management module is inserted into current fitness project in the fitness program of user, and
Controlling the loud speaker reminds user to temper current fitness project again, controls the display equipment and shows correct action modeling
Video.
Optionally, after the fitness program of user is all finished, the control device counts each fitness project stage
The number or the number at the second effective action moment at the first effective action moment of statistics；
The control device filters out the number at the first effective action moment or the number at the second effective action moment is less than
The fitness project of preset times threshold value is defined as emphasizing exercise project；
The fitness program management module increases the duration of each emphasizing exercise project in the fitness program of the user.
The embodiment of the present invention also provides a kind of application method of the fitness equipment system of intelligent customized user body-building scheme, adopts
With the fitness equipment system of the intelligent customized user body-building scheme, described method includes following steps：
The camera shoots image；
The control device obtains the gathered data of the camera, when detecting that user occurs, according to the face of user
The identity of image recognition user, the corresponding preset fitness program of inquiry user；
The total duration of the preset fitness program of control device counting user, and described show is shown in the form of countdown
Display screen；
The control device judges the face location of user, controls the infrared temperature measurement apparatus rotational angle, makes described red
The face of outer temperature measuring equipment face user, measures the body temperature of user；
The control device obtains the gathered data of the camera, and nerve net is detected using preset user's expression
The face-image of user is inputted user's expression and detects neural network, exports the expression classification of user by network；
The control device selects corresponding fitness equipment, the instruction to the fitness equipment to connect according to preset fitness program
It receives device and sends movable signal, the mobile device for receiving movable signal is moved to center body-building area according to preset track,
After the mobile device movement in place, timer starts timing, and user is notified to start body-building；
It is more than to send timeout signal after preset time when positioned at the timer of the mobile device in center body-building area
To the control device；
The control device obtains the body temperature and expression classification of user, judges the degree of fatigue grade of user；
If the degree of fatigue grade of user is not up to preset exercise requirement, the control device will be located at it is described in
The time of the timer of the mobile device in heart body-building area resets, and restarts timing；
If the degree of fatigue grade of user reaches preset exercise requirement, the control device is to positioned at the center
The command receiver in body-building area sends return signal, and the mobile device is back to the equipment according to preset return track and puts
Put area；
The gym time in fitness equipment each period positioned at center body-building area is increased to use by the control device
The body-building total duration at family, and adjust the count down time being shown on the display screen.
Optionally, the equipment puts area and is additionally provided with charging pile, and the mobile device is moving trolley, and the movement is small
Accumulator and battery power detection circuit are provided with above vehicle, the battery power detection circuit detects the accumulator
When electricity is less than default minimum charge value, charge request signal is sent to the control device；
The method further includes following steps：
When the control device receives charge request signal, in the fitness program for judging user preset, current time it
Whether need to use the fitness equipment in the moving trolley in fitness project afterwards；
It needs to use the fitness equipment in preset fitness program if it is, the control device calculates current time
The duration that the project of material starts will allow charging signals and the duration to be sent to described instruction receiver, the mobile device
Be moved at the charging pile according to preset charged track, charge to reach using the project of the fitness equipment start when
When quarter, center body-building area is moved to according to default motion track；
If it is not, then the control device directly transmits the command receiver for allowing charging signals to the mobile device,
The mobile device is moved to according to preset charged track at the charging pile, is carried out charging to electricity and is full of.
The fitness equipment system and application method for using the intelligent customized user body-building scheme in the invention, pass through appearance
It identifies user identity, matches pre-set fitness program for user, and during user movement, user in real face
Portion's image judges the fatigue of user using neural network recognization user's expression classification, and in conjunction with other body measurement parameters
State adjusts exercise program in real time according to human fatigue state, provides more comprehensively effective exercise guide service to the user.
Description of the drawings
Fig. 1 is that the structure in the body-building region of the fitness equipment system application of the intelligent customized user body-building scheme of the present invention is shown
It is intended to；
Fig. 2 is the structure diagram that the control device of the present invention is communicated with other assemblies；
Fig. 3 is the composed structure block diagram of the control device of the present invention；
Fig. 4 is the flow chart of the application method of the fitness equipment system of the intelligent customized user body-building scheme of the present invention；
Fig. 5 is the flow chart of the moving trolley charge control of the present invention.
Specific implementation mode
In order to more clearly describe the technology contents of the present invention, carried out with reference to specific embodiment further
Description.
The fitness equipment system of intelligent customized user body-building scheme as depicted in figs. 1 and 2, is set at least one body-building
Region, wherein each body-building region includes that center body-building area 1, equipment put area 2 and rest area in preparation 3；
The equipment puts area 2 and is placed with multiple fitness equipments 22 and a control device 21,22 lower section of each fitness equipment
Setting is provided with command receiver and timer, each described instruction receiver there are one mobile device in the mobile device
It is communicated respectively with the control device 21 with each timer；
Four sides in each center body-building area 1 are respectively arranged with a data acquisition components 11, each data acquisition components
11 are respectively arranged with a camera, ultrasonic transmitter and ultrasonic receiver, the camera, ultrasonic transmitter and ultrasound
Wave receiver is communicated with the control device respectively, and the side in each center body-building area is additionally provided with infrared measurement of temperature dress
Set 12；
The rest area in preparation 3 is provided with display screen 31, and the display screen 31 is communicated with the control device 22；
Wherein, the control device has following function：
The control device obtains the gathered data of the camera, when detecting that user occurs, according to the face of user
The identity of image recognition user, the corresponding preset fitness program of inquiry user；
The total duration of the preset fitness program of control device counting user, and described show is shown in the form of countdown
Display screen；
The control device judges the face location of user, and judges people according to the reception data of the ultrasonic receiver
The current position of body；
The control device controls the infrared temperature measurement apparatus rotational angle according to the current position of human body, makes described infrared
The face of temperature measuring equipment face user, measures the body temperature of user；
The control device obtains the gathered data of the camera, and nerve net is detected using preset user's expression
The face-image of user is inputted user's expression and detects neural network, exports the expression classification of user by network；
The control device selects corresponding fitness equipment, the instruction to the fitness equipment to connect according to preset fitness program
It receives device and sends movable signal, the mobile device for receiving movable signal is moved to center body-building area according to preset track,
After the mobile device movement in place, timer starts timing, and user is notified to start body-building；
It is more than to send timeout signal after preset time when positioned at the timer of the mobile device in center body-building area
To the control device；
The control device obtains the body temperature and expression classification of user, judges the degree of fatigue grade of user；
If the degree of fatigue grade of user is not up to preset exercise requirement, the control device will be located at it is described in
The time of the timer of the mobile device in heart body-building area resets, and restarts timing；
If the degree of fatigue grade of user reaches preset exercise requirement, the control device is to positioned at the center
The command receiver in body-building area sends return signal, and the mobile device is back to the equipment according to preset return track and puts
Put area；
The gym time in fitness equipment each period positioned at center body-building area is increased to use by the control device
The body-building total duration at family, and adjust and be shown in count down time on the display screen, be sitting in rest area in preparation etc. it is to be used in
The user in heart body-building area can see the remaining holding time in center body-building area in real time.
Further, the equipment puts area and is additionally provided with charging pile, and the mobile device is moving trolley, the movement
Accumulator and battery power detection circuit are provided with above trolley, the battery power detection circuit detects the accumulator
Electricity be less than when presetting minimum charge value, send charge request signal to the control device；
When the control device receives charge request signal, in the fitness program for judging user preset, current time it
Whether need to use the fitness equipment in the moving trolley in fitness project afterwards；
It needs to use the fitness equipment in preset fitness program if it is, the control device calculates current time
The duration that the project of material starts will allow charging signals and the duration to be sent to described instruction receiver, the mobile device
Be moved at the charging pile according to preset charged track, charge to reach using the project of the fitness equipment start when
When quarter, center body-building area is moved to according to default motion track；
If it is not, then the control device directly transmits the command receiver for allowing charging signals to the mobile device,
The mobile device is moved to according to preset charged track at the charging pile, is carried out charging to electricity and is full of.
Therefore, oneself monitoring electricity may be implemented in the mobile device of the embodiment, the process of charging is automated, without going out
The case where now can not work normally because of short of electricity, and the normal use of user will not be influenced because of charging process.
As shown in figure 3, in this embodiment, the control device includes：
Communication module, for being communicated with each data acquisition components and each mobile device；
Neural metwork training module, for being corresponded to according to each face-image in the face-image and training set in training set
Expression classification train neural network, such as the corresponding expression classification of face-image in training set can be divided into advance easypro
Suitable, difficult and pain；
Expression classification judgment module, the user's face image for acquiring camera input the neural network, obtain
The expression classification of user；
Degree of fatigue grade mapping block, for pre-establishing reflecting for degree of fatigue grade and body temperature and expression classification
Relationship is penetrated, according to the current body temperature of user and expression classification, judges the degree of fatigue grade of user；Mapping relations are for example：Expression
When classification is comfortable, body temperature is 36.8 ° or less, illustrate that the degree of fatigue grade of user is low fatigue, expression classification is
When difficult, body temperature is 36.8 °~37.5 °, the degree of fatigue grade of user is moderate fatigue, and expression classification is difficult, body
When ranging from 37.5 ° or more warm and when expression classification is pain, the degree of fatigue grade of user is high cycle fatigue；Work as user
Degree of fatigue grade when being low fatigue, the current fitness project of user can be reset, user be made to temper currentitem again
Mesh increases exercise time；
Fitness program management module is established and newer fitness program, the fitness program of each user for storing user
Include the multiple fitness project data arranged in sequence, each fitness project data include fitness equipment information, item
Mesh duration and energy consumption grade；
Mobile device management module, the communication for storing fitness equipment title command receiver corresponding with fitness equipment
The mapping table of address, according to the communication for needing its command receiver of mobile mobile device name query and return in fitness program
Address is to the communication module.
Wherein, the input of the neural metwork training module is user's face image, is exported as expression classification；
Neural network can be deep neural network herein, but not limited to this.When using deep neural network, depth god
M branch can be had by including N layers, every layer through network of network.According to input, output and the needs for realizing speed, effect, every layer also may be used
Including different branches, different branches can also merge in same layer or cross-layer.Layer type include convolutional layer, regularization layer, active coating,
Pond layer, full articulamentum, loss function layer etc..Its input is fixed-size user's face image, and output is user's expression class
Not.In actual use, different as needed, the universal networks such as Alexnet, VGG16, Resnet can also be used.
In machine learning, convolutional neural networks (Convolutional Neural Network, CNN) are a kind of depth
Feed forward-fuzzy control has been applied successfully to image recognition.Usually, the basic structure of CNN includes two layers, and one is spy
Extract layer is levied, the input of each neuron is connected with the local acceptance region of preceding layer, and extracts the feature of the part.Once the office
After portion's feature is extracted, its position relationship between other feature is also decided therewith；The second is Feature Mapping layer, network
Each computation layer is made of multiple Feature Mappings, and each Feature Mapping is a plane, the weights phase of all neurons in plane
Deng.Activation primitive of the Feature Mapping structure using the small sigmoid functions of influence function core as convolutional network so that feature is reflected
It penetrates with shift invariant.Further, since the neuron on a mapping face shares weights, thus reduce network freedom parameter
Number.Followed by one calculating for being used for asking local average and second extraction of each convolutional layer in convolutional neural networks
Layer, this distinctive structure of feature extraction twice reduce feature resolution.
CNN is mainly used to identify the X-Y scheme that displacement, scaling and other forms distort invariance.Due to the feature of CNN
Detection layers are learnt by training data, so when using CNN, avoid the feature extraction of display, and implicitly from instruction
Practice and is learnt in data；Furthermore since the neuron weights on same Feature Mapping face are identical, so network can be learned parallel
It practises, this is also that convolutional network is connected with each other a big advantage of network relative to neuron.Convolutional neural networks are with its local weight
Shared special construction has unique superiority in terms of speech recognition and image procossing, is laid out closer to actual life
Object neural network, the shared complexity for reducing network of weights, the especially image of multidimensional input vector can directly input net
This feature of network avoids the complexity of data reconstruction in feature extraction and assorting process.
Optionally, velocity sensor, timer and activity feedback are provided on the movable part of each fitness equipment
Module, when the fitness equipment is moved in the body-building area of center, the velocity sensor starts to detect corresponding movable part
Speed；
Center body-building area is additionally provided with loud speaker；
Degree of fatigue is divided into low tired, middle tired, high fatigue in the degree of fatigue grade mapping block and superelevation is tired
Labor；The energy consumption grade is divided into superelevation energy consumption, highly energy-consuming, middle energy consumption and low power consuming by fitness program management module；
When the velocity sensor detects that velocity amplitude is less than pre-set velocity threshold value, the timer starts timing；
When the timer being more than preset time threshold, the activity feedback module is by the timing number of current timer
According to being sent to the control device；
After the control device receives chronometric data, the face-image of the camera acquisition user is controlled, institute is controlled
State the body temperature that infrared temperature measurement apparatus measures user；
The expression classification judgment module obtains the gathered data of the camera, is examined using preset user's expression
Neural network is surveyed, the face-image of user, which is inputted user's expression, detects neural network, exports the expression classification of user；
The degree of fatigue grade mapping block is searched pre-set according to the body temperature of user and the expression classification of user
Mapping relations obtain the degree of fatigue grade of user；
The control device judges whether the degree of fatigue grade of user is high fatigue or superelevation fatigue；
If it is, the fitness program management module inquires the consumption of next fitness project in the fitness program of the user
Energy grade consumes energy if energy consumption grade is highly energy-consuming or superelevation, and the fitness program management module is further inquired subsequent
Other fitness projects, the fitness project by wherein energy consumption grade for middle energy consumption or low power consuming are advanced to next fitness project；
If it is not, then the control device, which controls the loud speaker, sends out prompt tone, user is prompted to continue to take exercise.
Optionally, the fitness equipment includes upper and lower open-close type fitness equipment and left-right open-close fitness equipment, it is described on
It is provided with the first counter on lower open-close type fitness equipment, the second counter is provided on the left-right open-close fitness equipment；
The upper end movable part of open-close type fitness equipment and the lower end movable part up and down are respectively arranged with acceleration sensing
Device, upper velocity sensor, lower acceleration transducer and lower velocity sensor, the left end activity of the left-right open-close fitness equipment
Portion and right end movable part are respectively arranged with left acceleration transducer, left velocity sensor, right acceleration transducer and right speed and pass
Sensor；
For upper and lower open-close type fitness equipment, acceleration that the upper acceleration transducer and lower acceleration transducer detect
When degrees of data is less than predetermined threshold value, current time is recorded, obtains the upper velocity sensor and lower velocity sensor when current
The previous moment at quarter and the directional velocity of later moment in time, if the upper velocity sensor and lower velocity sensor record it is previous
The directional velocity of moment and later moment in time is on the contrary, then the count value of first counter adds one；
For left-right open-close fitness equipment, acceleration that the left acceleration transducer and right acceleration transducer detect
When degrees of data is less than predetermined threshold value, current time is recorded, obtains the left acceleration transducer and right acceleration transducer in working as
The previous moment at preceding moment and the directional velocity of later moment in time, if the left acceleration transducer and right acceleration transducer note
The previous moment of record and the directional velocity of later moment in time are on the contrary, then the count value of second counter adds one；
The upper end movable part of open-close type fitness equipment up and down and the opposite side of lower end movable part are respectively arranged with the
One ultrasonic transmitter and the first ultrasonic receiver, left end movable part and the right end activity of the left-right open-close fitness equipment
The opposite side in portion is respectively arranged with the second ultrasonic transmitter and the second ultrasonic receiver；
The count value of each first counter adds for the moment, and first ultrasonic transmitter is to first ultrasonic wave
Receiver sends ultrasonic signal, and first ultrasonic receiver receives the ultrasonic wave of the first ultrasonic transmitter transmitting
Signal；
The count value of each second counter adds for the moment, and second ultrasonic transmitter is to second ultrasonic wave
Receiver sends ultrasonic signal, and second ultrasonic receiver receives the ultrasonic wave of the second ultrasonic transmitter transmitting
Signal；
The control device judges the folding up and down according to the ultrasonic signal that first ultrasonic receiver receives
The distance between upper end movable part and lower end movable part of formula fitness equipment；
The control device judges the opening and closing left and right according to the ultrasonic signal that second ultrasonic receiver receives
The distance between left end movable part and right end movable part of formula fitness equipment；
The control device will it is described up and down between the upper end movable part and lower end movable part of open-close type fitness equipment away from
It was recorded as the first effective action moment at the time of from more than the first pre-determined distance threshold value, and counts time at the first effective action moment
Number；
The control device by between the left end movable part and right end movable part of the left-right open-close fitness equipment away from
It was recorded as the second effective action moment at the time of from more than the second predetermined threshold value, and counts the number at the second effective action moment.
Optionally, center body-building area is additionally provided with loud speaker and display equipment；
After each fitness project, the control device obtain the first effective action moment of current statistic number or
The number at the second effective action moment；
If the number or the number at the second effective action moment at the first effective action moment of current statistic are less than default
Effective degree threshold value, then the control device control the face-image of camera acquisition user, control the infrared measurement of temperature
Device measures the body temperature of user；
The expression classification judgment module obtains the gathered data of the camera, is examined using preset user's expression
Neural network is surveyed, the face-image of user, which is inputted user's expression, detects neural network, exports the expression classification of user；
The degree of fatigue grade mapping block is searched pre-set according to the body temperature of user and the expression classification of user
Mapping relations obtain the degree of fatigue grade of user；
The control device judges whether the degree of fatigue grade of user is high fatigue or superelevation fatigue；
If it is, the fitness program management module inquires the consumption of next fitness project in the fitness program of the user
Energy grade consumes energy if energy consumption grade is highly energy-consuming or superelevation, and the fitness program management module is further inquired subsequent
Other fitness projects, the fitness project by wherein energy consumption grade for middle energy consumption or low power consuming are advanced to next fitness project；
If it is not, then the fitness program management module is inserted into current fitness project in the fitness program of user, and
Controlling the loud speaker reminds user to temper current fitness project again, controls the display equipment and shows correct action modeling
Video.
Optionally, after the fitness program of user is all finished, the control device counts each fitness project stage
The number or the number at the second effective action moment at the first effective action moment of statistics；
The control device filters out the number at the first effective action moment or the number at the second effective action moment is less than
The fitness project of preset times threshold value is defined as emphasizing exercise project；
The fitness program management module increases the duration of each emphasizing exercise project in the fitness program of the user.
In this manner, the fitness equipment system of the intelligent customized user body-building scheme of the embodiment not only can basis
The duration of the exercise event of the free customized workout of degree of fatigue of user in the works, sequence etc., can also be according to user action
Whether specification provides more comprehensively effectively fitness program customized solution to the user further to adjust the exercise plan of user.
As shown in figure 4, the embodiment of the present invention also provides a kind of fitness equipment system of intelligent customized user body-building scheme
Application method, using the fitness equipment system of the intelligent customized user body-building scheme, described method includes following steps：
The camera shoots image；
The control device obtains the gathered data of the camera, when detecting that user occurs, according to the face of user
The identity of image recognition user, the corresponding preset fitness program of inquiry user；
The total duration of the preset fitness program of control device counting user, and described show is shown in the form of countdown
Display screen；
The control device judges the face location of user, controls the infrared temperature measurement apparatus rotational angle, makes described red
The face of outer temperature measuring equipment face user, measures the body temperature of user；
The control device obtains the gathered data of the camera, and nerve net is detected using preset user's expression
The face-image of user is inputted user's expression and detects neural network, exports the expression classification of user by network；
The control device selects corresponding fitness equipment, the instruction to the fitness equipment to connect according to preset fitness program
It receives device and sends movable signal, the mobile device for receiving movable signal is moved to center body-building area according to preset track,
After the mobile device movement in place, timer starts timing, and user is notified to start body-building；
It is more than to send timeout signal after preset time when positioned at the timer of the mobile device in center body-building area
To the control device；
The control device obtains the body temperature and expression classification of user, judges the degree of fatigue grade of user；
If the degree of fatigue grade of user is not up to preset exercise requirement, the control device will be located at it is described in
The time of the timer of the mobile device in heart body-building area resets, and restarts timing；
If the degree of fatigue grade of user reaches preset exercise requirement, the control device is to positioned at the center
The command receiver in body-building area sends return signal, and the mobile device is back to the equipment according to preset return track and puts
Put area；
The gym time in fitness equipment each period positioned at center body-building area is increased to use by the control device
The body-building total duration at family, and adjust the count down time being shown on the display screen.
As shown in figure 5, the equipment, which puts area, is additionally provided with charging pile, the mobile device is moving trolley, the shifting
It is provided with accumulator and battery power detection circuit above dynamic trolley, the battery power detection circuit detects the electric power storage
When the electricity in pond is less than default minimum charge value, charge request signal is sent to the control device；
The method further includes following steps：
When the control device receives charge request signal, in the fitness program for judging user preset, current time it
Whether need to use the fitness equipment in the moving trolley in fitness project afterwards；
It needs to use the fitness equipment in preset fitness program if it is, the control device calculates current time
The duration that the project of material starts will allow charging signals and the duration to be sent to described instruction receiver, the mobile device
Be moved at the charging pile according to preset charged track, charge to reach using the project of the fitness equipment start when
When quarter, center body-building area is moved to according to default motion track；
If it is not, then the control device directly transmits the command receiver for allowing charging signals to the mobile device,
The mobile device is moved to according to preset charged track at the charging pile, is carried out charging to electricity and is full of.
Compared with prior art, it uses the fitness equipment system of the intelligent customized user body-building scheme in the invention and makes
With method, user identity is identified by appearance, matches pre-set fitness program for user, and in user movement process
In, user in real face-image using neural network recognization user's expression classification, and combines other body measurement parameters
Judge the fatigue state of user, exercise program adjusted according to human fatigue state in real time, provides to the user more comprehensively effective
Exercise guide service.
In this description, the present invention is described with reference to its specific embodiment.But it is clear that can still make
Various modifications and alterations are without departing from the spirit and scope of the invention.Therefore, the description and the appended drawings should be considered as illustrative
And not restrictive.
Claims (9)
1. a kind of fitness equipment system of intelligence customized user body-building scheme, which is characterized in that be set at least one body-building area
Domain, wherein each body-building region includes that center body-building area, equipment put area and rest area in preparation；
The equipment puts area and is placed with multiple fitness equipments and a control device, and there are one move for the setting of each fitness equipment lower section
Equipment is moved, command receiver and timer, each described instruction receiver and each meter are provided in the mobile device
When device communicated respectively with the control device；
Four sides in each center body-building area are respectively arranged with a data acquisition components, and each data acquisition components are respectively set
There are a camera, ultrasonic transmitter and ultrasonic receiver, the camera, ultrasonic transmitter and ultrasonic receiver point
It is not communicated with the control device, the side in each center body-building area is additionally provided with infrared temperature measurement apparatus；
The rest area in preparation is provided with display screen, and the display screen is communicated with the control device；
Wherein, the control device has following function：
The control device obtains the gathered data of the camera, when detecting that user occurs, according to the face-image of user
Identify the identity of user, the corresponding preset fitness program of inquiry user；
The total duration of the preset fitness program of control device counting user, and the display is shown in the form of countdown
Screen；
The control device judges the face location of user, and judges that human body is worked as according to the reception data of the ultrasonic receiver
Preceding position；
The control device controls the infrared temperature measurement apparatus rotational angle according to the current position of human body, makes the infrared measurement of temperature
The face of device face user, measures the body temperature of user；
The control device obtains the gathered data of the camera, and neural network is detected using preset user's expression,
The face-image of user is inputted into user's expression and detects neural network, exports the expression classification of user；
The control device selects corresponding fitness equipment according to preset fitness program, to the command receiver of the fitness equipment
Movable signal is sent, the mobile device for receiving movable signal is moved to center body-building area according to preset track, described
After mobile device movement in place, timer starts timing, and user is notified to start body-building；
It is more than that timeout signal is sent to institute after preset time when positioned at the timer of the mobile device in center body-building area
State control device；
The control device obtains the body temperature and expression classification of user, judges the degree of fatigue grade of user；
If the degree of fatigue grade of user is not up to preset exercise requirement, the control device will be good for positioned at the center
The time of the timer of the mobile device in body area resets, and restarts timing；
If the degree of fatigue grade of user reaches preset exercise requirement, the control device is to positioned at the center body-building
The command receiver in area sends return signal, and the mobile device is back to the equipment according to preset return track and puts
Area；
The gym time in fitness equipment each period positioned at center body-building area is increased to user's by the control device
Body-building total duration, and adjust the count down time being shown on the display screen.
2. the fitness equipment system of intelligence customized user body-building scheme according to claim 1, which is characterized in that the device
Material puts area and is additionally provided with charging pile, and the mobile device is moving trolley, and accumulator is provided with above the moving trolley
And battery power detection circuit, the battery power detection circuit detect that the electricity of the accumulator is less than and preset minimum electricity
When value, charge request signal is sent to the control device；
When the control device receives charge request signal, in the fitness program for judging user preset, after current time
Whether need to use the fitness equipment in the moving trolley in fitness project；
It is needed in preset fitness program using the fitness equipment if it is, the control device calculates current time
The duration that project starts will allow charging signals and the duration to be sent to described instruction receiver, the mobile device according to
Preset charged track is moved at the charging pile, at the time of charge to arrival and started using the project of the fitness equipment
When, it is moved to center body-building area according to default motion track；
If it is not, then the control device directly transmits the command receiver for allowing charging signals to the mobile device, it is described
Mobile device is moved to according to preset charged track at the charging pile, is carried out charging to electricity and is full of.
3. the fitness equipment system of intelligence customized user body-building scheme according to claim 1, which is characterized in that the control
Device processed includes：
Communication module, for being communicated with each data acquisition components and each mobile device；
Neural metwork training module, for according to the corresponding table of each face-image in the face-image and training set in training set
Feelings classification trains neural network, and the input of the neural metwork training module is user's face image, is exported as expression classification；
Expression classification judgment module, the user's face image for acquiring camera input the neural network, obtain user
Expression classification；
Degree of fatigue grade mapping block is closed for pre-establishing degree of fatigue grade and the mapping of body temperature and expression classification
System, according to the current body temperature of user and expression classification, judges the degree of fatigue grade of user；
Fitness program management module is wrapped for storing user's foundation and newer fitness program in the fitness program of each user
The multiple fitness project data arranged in sequence are included, when each fitness project data include fitness equipment information, project
Long and energy consumption grade；
Mobile device management module, the mailing address for storing fitness equipment title command receiver corresponding with fitness equipment
Mapping table, according to needed in fitness program mobile mobile device name query and return its command receiver mailing address
To the communication module.
4. wanting the fitness equipment system of the intelligent customized user body-building scheme described in 3 according to right, which is characterized in that each described
Velocity sensor, timer and movable feedback module, the fitness equipment is provided on the movable part of fitness equipment to be moved to
When in the body-building area of center, the velocity sensor starts to detect the speed of corresponding movable part；
Center body-building area is additionally provided with loud speaker；
Degree of fatigue is divided into low fatigue, middle fatigue, high fatigue and superelevation fatigue in the degree of fatigue grade mapping block；It is strong
The energy consumption grade is divided into superelevation energy consumption, highly energy-consuming, middle energy consumption and low power consuming by body planning management module；
When the velocity sensor detects that velocity amplitude is less than pre-set velocity threshold value, the timer starts timing；
When the timer being more than preset time threshold, the activity feedback module sends out the chronometric data of current timer
It send to the control device；
After the control device receives chronometric data, the face-image of the camera acquisition user is controlled, control is described red
Outer temperature measuring equipment measures the body temperature of user；
The expression classification judgment module obtains the gathered data of the camera, and god is detected using preset user's expression
Through network, the face-image of user is inputted into user's expression and detects neural network, exports the expression classification of user；
The degree of fatigue grade mapping block searches pre-set mapping according to the body temperature of user and the expression classification of user
Relationship obtains the degree of fatigue grade of user；
The control device judges whether the degree of fatigue grade of user is high fatigue or superelevation fatigue；
If it is, the fitness program management module inquires the energy consumption etc. of next fitness project in the fitness program of the user
Grade consumes energy if energy consumption grade is highly energy-consuming or superelevation, the fitness program management module further inquire it is subsequent other
Fitness project, the fitness project by wherein energy consumption grade for middle energy consumption or low power consuming are advanced to next fitness project；
If it is not, then the control device, which controls the loud speaker, sends out prompt tone, user is prompted to continue to take exercise.
5. the fitness equipment system of intelligence customized user body-building scheme according to claim 3, which is characterized in that
The fitness equipment includes upper and lower open-close type fitness equipment and left-right open-close fitness equipment, the open-close type body-building up and down
It is provided with the first counter on equipment, the second counter is provided on the left-right open-close fitness equipment；
The upper end movable part of open-close type fitness equipment and the lower end movable part up and down be respectively arranged with acceleration transducer, on
Velocity sensor, lower acceleration transducer and lower velocity sensor, the left end movable part of the left-right open-close fitness equipment and
Right end movable part is respectively arranged with left acceleration transducer, left velocity sensor, right acceleration transducer and right velocity sensor；
For upper and lower open-close type fitness equipment, the acceleration number of degrees that the upper acceleration transducer and lower acceleration transducer detect
When according to less than predetermined threshold value, current time is recorded, obtains the upper velocity sensor and lower velocity sensor in current time
The directional velocity of previous moment and later moment in time, if the previous moment of the upper velocity sensor and lower velocity sensor record
Directional velocity with later moment in time is on the contrary, then the count value of first counter adds one；
For left-right open-close fitness equipment, the acceleration number of degrees that the left acceleration transducer and right acceleration transducer detect
When according to less than predetermined threshold value, current time is recorded, obtains the left acceleration transducer and right acceleration transducer when current
The previous moment at quarter and the directional velocity of later moment in time, if what the left acceleration transducer and right acceleration transducer recorded
The directional velocity of previous moment and later moment in time is on the contrary, then the count value of second counter adds one；
The upper end movable part of open-close type fitness equipment up and down and the opposite side of lower end movable part are respectively arranged with and the first surpass
Pinger and the first ultrasonic receiver, the left end movable part and right end movable part phase of the left-right open-close fitness equipment
To side be respectively arranged with the second ultrasonic transmitter and the second ultrasonic receiver；
The count value of each first counter adds for the moment, and first ultrasonic transmitter is received to first ultrasonic wave
Device sends ultrasonic signal, and first ultrasonic receiver receives the ultrasonic wave letter of the first ultrasonic transmitter transmitting
Number；
The count value of each second counter adds for the moment, and second ultrasonic transmitter is received to second ultrasonic wave
Device sends ultrasonic signal, and second ultrasonic receiver receives the ultrasonic wave letter of the second ultrasonic transmitter transmitting
Number；
The control device judges that the open-close type up and down is strong according to the ultrasonic signal that first ultrasonic receiver receives
The distance between upper end movable part and lower end movable part of body equipment；
The control device judges that the left-right open-close is strong according to the ultrasonic signal that second ultrasonic receiver receives
The distance between left end movable part and right end movable part of body equipment；
The control device is big by the distance between the upper end movable part of open-close type fitness equipment and lower end movable part up and down
It was recorded as the first effective action moment at the time of the first pre-determined distance threshold value, and counts the number at the first effective action moment；
The control device is big by the distance between the left end movable part of the left-right open-close fitness equipment and right end movable part
It was recorded as the second effective action moment at the time of the second predetermined threshold value, and counts the number at the second effective action moment.
6. the fitness equipment system of intelligence customized user body-building scheme according to claim 5, which is characterized in that in described
Heart body-building area is additionally provided with loud speaker and display equipment；
After each fitness project, the control device obtains the number or second at the first effective action moment of current statistic
The number at effective action moment；
If the number or the number at the second effective action moment at the first effective action moment of current statistic are less than default effective
Frequency threshold value, then the control device control the face-image of camera acquisition user, control the infrared temperature measurement apparatus
Measure the body temperature of user；
The expression classification judgment module obtains the gathered data of the camera, and god is detected using preset user's expression
Through network, the face-image of user is inputted into user's expression and detects neural network, exports the expression classification of user；
The degree of fatigue grade mapping block searches pre-set mapping according to the body temperature of user and the expression classification of user
Relationship obtains the degree of fatigue grade of user；
The control device judges whether the degree of fatigue grade of user is high fatigue or superelevation fatigue；
If it is, the fitness program management module inquires the energy consumption etc. of next fitness project in the fitness program of the user
Grade consumes energy if energy consumption grade is highly energy-consuming or superelevation, the fitness program management module further inquire it is subsequent other
Fitness project, the fitness project by wherein energy consumption grade for middle energy consumption or low power consuming are advanced to next fitness project；
If it is not, then the fitness program management module is inserted into current fitness project in the fitness program of user, and control
The loud speaker reminds user to temper current fitness project again, controls the display equipment and shows that correct action modeling regards
Frequently.
7. the fitness equipment system of intelligence customized user body-building scheme according to claim 5, which is characterized in that user's
After fitness program is all finished, the control device counts the first effective action moment of each fitness project stage statistics
Number or the number at the second effective action moment；
The control device filters out the number at the first effective action moment or the number at the second effective action moment be less than it is default
The fitness project of frequency threshold value is defined as emphasizing exercise project；
The fitness program management module increases the duration of each emphasizing exercise project in the fitness program of the user.
8. a kind of application method of the fitness equipment system of intelligence customized user body-building scheme, which is characterized in that wanted using right
The fitness equipment system of the intelligent customized user body-building scheme described in any one of 1 to 7 is sought, described method includes following steps：
The camera shoots image；
The control device obtains the gathered data of the camera, when detecting that user occurs, according to the face-image of user
Identify the identity of user, the corresponding preset fitness program of inquiry user；
The total duration of the preset fitness program of control device counting user, and the display is shown in the form of countdown
Screen；
The control device judges the face location of user, controls the infrared temperature measurement apparatus rotational angle, makes the infrared survey
The face of warm device face user, measures the body temperature of user；
The control device obtains the gathered data of the camera, and neural network is detected using preset user's expression,
The face-image of user is inputted into user's expression and detects neural network, exports the expression classification of user；
The control device selects corresponding fitness equipment according to preset fitness program, to the command receiver of the fitness equipment
Movable signal is sent, the mobile device for receiving movable signal is moved to center body-building area according to preset track, described
After mobile device movement in place, timer starts timing, and user is notified to start body-building；
It is more than that timeout signal is sent to institute after preset time when positioned at the timer of the mobile device in center body-building area
State control device；
The control device obtains the body temperature and expression classification of user, judges the degree of fatigue grade of user；
If the degree of fatigue grade of user is not up to preset exercise requirement, the control device will be good for positioned at the center
The time of the timer of the mobile device in body area resets, and restarts timing；
If the degree of fatigue grade of user reaches preset exercise requirement, the control device is to positioned at the center body-building
The command receiver in area sends return signal, and the mobile device is back to the equipment according to preset return track and puts
Area；
The gym time in fitness equipment each period positioned at center body-building area is increased to user's by the control device
Body-building total duration, and adjust the count down time being shown on the display screen.
9. the application method of the fitness equipment system of intelligence customized user body-building scheme according to claim 8, feature
It is, the equipment puts area and is additionally provided with charging pile, and the mobile device is moving trolley, is set above the moving trolley
It is equipped with accumulator and battery power detection circuit, the battery power detection circuit detects the electricity of the accumulator less than pre-
If when minimum charge value, sending charge request signal to the control device；
The method further includes following steps：
When the control device receives charge request signal, in the fitness program for judging user preset, after current time
Whether need to use the fitness equipment in the moving trolley in fitness project；
It is needed in preset fitness program using the fitness equipment if it is, the control device calculates current time
The duration that project starts will allow charging signals and the duration to be sent to described instruction receiver, the mobile device according to
Preset charged track is moved at the charging pile, at the time of charge to arrival and started using the project of the fitness equipment
When, it is moved to center body-building area according to default motion track；
If it is not, then the control device directly transmits the command receiver for allowing charging signals to the mobile device, it is described
Mobile device is moved to according to preset charged track at the charging pile, is carried out charging to electricity and is full of.
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