CN110169754A - Launch self-service skin detection system in public places - Google Patents
Launch self-service skin detection system in public places Download PDFInfo
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- CN110169754A CN110169754A CN201910417143.5A CN201910417143A CN110169754A CN 110169754 A CN110169754 A CN 110169754A CN 201910417143 A CN201910417143 A CN 201910417143A CN 110169754 A CN110169754 A CN 110169754A
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/0059—Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/0059—Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence
- A61B5/0062—Arrangements for scanning
- A61B5/0064—Body surface scanning
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/0059—Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence
- A61B5/0077—Devices for viewing the surface of the body, e.g. camera, magnifying lens
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/05—Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fields; Measuring using microwaves or radio waves
- A61B5/053—Measuring electrical impedance or conductance of a portion of the body
- A61B5/0537—Measuring body composition by impedance, e.g. tissue hydration or fat content
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/44—Detecting, measuring or recording for evaluating the integumentary system, e.g. skin, hair or nails
- A61B5/441—Skin evaluation, e.g. for skin disorder diagnosis
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/74—Details of notification to user or communication with user or patient ; user input means
- A61B5/7465—Arrangements for interactive communication between patient and care services, e.g. by using a telephone network
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Abstract
The present invention relates to beauty appliance fields, provide a kind of self-service skin detection system launched in public places, comprising: detection darkroom, processing server and cloud storage server；The detection darkroom includes: to be separately positioned in detection dark indoor five spectrum skin analyzer, body fat analyzer and touch screen to control machine；The processing server analyzes the skin conditions of user for the face-image and body fat information according to user, obtains the skin detection of user as a result, and sending control machine and cloud storage platform in touch screen for skin detection result；The cloud storage platform, for storing the skin detection of user as a result, and sending user hand generator terminal for the skin detection result of user.The present invention can carry out self-service skin detection in public places, analyze the skin conditions of user, and people is facilitated to carry out skin detection.
Description
Technical field
The present invention relates to a kind of self-service skin detection system of beauty appliance field more particularly to dispensing in public places.
Background technique
With the development of the times with compatriots' improvement of living standard, people are to the beautiful also increasingly heavier of itself appearance
Depending on.The following cosmetics, skin care item, beauty parlor, cosmetic surgery hospital, have also obtained vigorous growth.Can it is clear, deeply,
Accurate detection skin problem, it is more and more prominent for the importance of U.S. industry.It is detected about skin quality, is broadly divided into artificial eye
The stages such as detection-phase, stand-alone device detection-phase, internet artificial intelligence stage.Internet technology thoroughly broken the time and
The limitation in space, skin quality detection need not arrive fixed place at a fixed time to carry out.Artificial intelligence technology is even more to allow skin
The analysis of test problems becomes quick, efficient, accurate, inexpensive.
There are two main classes for current skin detection equipment: the analysis of five spectrum skin of face, high definition imaging camera probe.This two
Class skin detection equipment is all based on graph image parser, Lai Shixian wrinkle, acne, pore, color spot, the colour of skin, moisture, oil
Divide the analysis of equal skin problems.Presently, there are following defects for skin detection equipment:
1, accuracy is low: all kinds of graph image algorithms based on mathematical formulae, can only to greatest extent close to actual conditions,
Compared with the beautiful consultant of veteran doctor, still there is certain deviation in accuracy.
2, versatility is low: the analysis of skin problem based on graph image, can only an algorithm analyze a problem, in face of kind
The numerous skin problems of class need targetedly to design each algorithm.Some problems can have suitable algorithm, can be accurate
Analysis.Some problems do not have suitable algorithm, and analysis result error is just very big.There are also some problems, go without suitable algorithm
Analysis, cannot problem of implementation analysis.
3, convenience is low: the various detection devices based on graph image algorithm, is essentially all the higher standalone version of price
Autonomous device.These equipment are essentially all to use in doctor's American aircraft structure such as beauty parlor, cosmetic surgery hospital.Due to time and space
Limitation, customer cannot easily get skin detection service.
Summary of the invention
The technologies such as that present invention mainly solves the skin detection equipment accuracys of the prior art is low, versatility is low, convenience is low
Problem is based on artificial intelligence and cloud computing technology, according to intelligent principle, expansibleization principle, facilitation principle, proposes one kind
Self-service skin detection system in public places is launched, self-service skin detection can be carried out in public places, analyze user's
Skin conditions facilitate people to carry out skin detection.
The present invention provides a kind of self-service skin detection system of dispensing in public places, comprising: detection darkroom, processing clothes
Business device and cloud storage server；
The detection darkroom include: be separately positioned on the dark indoor five spectrum skin analyzer of detection, body fat analyzer and
Machine is controlled in touch screen；The five spectrum skin analyzer, body fat analyzer are connect with control machine signal in touch screen respectively, the touching
Control machine in screen is touched to connect with processing server signal；
The five spectrum skin analyzer is sent to touch screen for acquiring the face-image of user, and by face-image
In middle control machine signal；
The body fat analyzer is sent in touch screen machine of controlling for acquiring the body fat information of user, and by body fat information
In signal；
Machine is controlled in the touch screen, for manipulating five spectrum skin analyzers and body fat analyzer, and by the face of user
Image and body fat information are sent to processing server；
The processing server analyzes the skin conditions of user for the face-image and body fat information according to user,
The skin detection of user is obtained as a result, and sending control machine and cloud storage platform in touch screen for skin detection result；
The cloud storage platform, for storing the skin detection of user as a result, and sending out the skin detection result of user
It is sent to user hand generator terminal.
Further, the detection darkroom further include: metal shell (1), power supply box (3), shines at decorative appearance light bar (2)
Bright ceiling light (4), loudspeaker (5), exhaust fan and security monitoring camera (7)；
The decorative appearance light bar (2) is arranged on the surface of metal shell (1), and the metal shell (1) is additionally provided with discrepancy
Door (6) and sunshade；
The power supply box (3) setting is internal in metal shell (1), and with respectively with five spectrum skin analyzers, body fat point
Mechatronics are controlled in analyzer and touch screen；
The overhead lighting (4), loudspeaker (5) and security monitoring camera (7) are separately positioned on top in metal shell (1)
Portion, the exhaust fan are embedded in metal shell (1)；
The decorative appearance light bar (2), overhead lighting (4), loudspeaker (5), exhaust fan and security monitoring camera (7) point
It is not electrically connected with power supply box (3)；
The power supply box (3) also controls mechatronics with five spectrum skin analyzers, body fat analyzer and touch screen.
Further, the five spectrum skin analyzer, comprising: slide unit control device (8) and Image Acquisition camera
(12)；
Described image acquisition camera (12) and slide unit control device (8) are connect with control machine signal in touch screen respectively；Institute
Image Acquisition camera (12) are stated to be arranged on slide unit control device (8)；
Described image acquisition camera (12) is sent to touch for acquiring the face-image of user, and by face-image
It is controlled in machine signal in screen；
Machine (15) are controlled in the touch screen, for the face-image according to acquisition user, control slide unit control device (8) is adjusted
Whole shooting angle.
Further, the five spectrum skin analyzer, further includes: emulating fluorescent lamp (9), intersects at parallel polarized light lamp
Polarization lamp, UV light lamp (10) and Wu Shi light lamp (11)；
The emulating fluorescent lamp (9), parallel polarized light, cross polarization light, UV light (10) and Wu Shi light (11) respectively with
The connection of machine signal is controlled in touch screen；
The emulating fluorescent lamp (9), parallel polarized light lamp, cross polarization light lamp, UV light lamp (10), Wu Shi light lamp (11) point
It She Zhi not be on slide unit control device (8).
Further, fixed handle (14) and right-hand man's electrode slice (13) is respectively set on the body fat analyzer.
Further, machine (15) are controlled in the touch screen includes: master control borad and 4G Internet of Things based on Android operation system
Net module and multi-point touch control display screen.
Further, the processing server is also used to the training data according to face-image and body fat information, carries out skin
The training of skin analysis model, obtains skin analysis model.
A kind of dispensing self-service skin detection system in public places provided by the invention, have compared with prior art with
Lower advantage:
1, present system includes detection darkroom, processing server and cloud storage server, can acquire user's
Face-image and body fat information, analyze the skin conditions of user, obtain the skin detection result of user.
2, the industry experience for curing beautiful consultant has been trained to the skin analysis model of artificial intelligence by the present invention, and machine is allowed to replace
The mankind carry out the analysis of skin problem, have saved human cost, have improved analysis efficiency.
3, the present invention carries out the analysis of skin problem using the mode of artificial intelligence, uses graph image parser in the past
Irrealizable skin problem analysis, can also obtain accurately analyzing
4, analysis model is deployed to cloud by the present invention, and detection darkroom can be various public in market, study, residential block etc.
Place deployment, so that skin detection is within reach, is not limited by application environment.
Detailed description of the invention
Fig. 1 is the connection block diagram for the self-service skin detection system that the present invention launches in public places；
Fig. 2 is the structural schematic diagram for detecting darkroom；
Fig. 3 is the structural schematic diagram of five spectrum skin analyzers；
Fig. 4 is the structural schematic diagram of body fat analyzer.
Appended drawing reference: 1, metal shell；2, decorative appearance light bar；3, power supply box；4, overhead lighting；5, loudspeaker；6, go out
Introduction；7, security monitoring camera；8, slide unit control device；9, emulating fluorescent lamp；10, UV light lamp；11, Wu Shi light lamp；12, scheme
As acquisition camera；13, right-hand man's electrode slice；14, fixed handle；15, multi-point touch control display screen.
Specific embodiment
To keep the technical problems solved, the adopted technical scheme and the technical effect achieved by the invention clearer, below
The present invention is described in further detail in conjunction with the accompanying drawings and embodiments.It is understood that specific implementation described herein
Example is used only for explaining the present invention rather than limiting the invention.It also should be noted that for ease of description, attached drawing
In only some but not all of the content related to the present invention is shown.
Fig. 1 is the connection block diagram for the self-service skin detection system that the present invention launches in public places.As shown in Figure 1, this hair
The self-service skin detection system launched in public places that bright embodiment provides, comprising: detection darkroom, processing server and cloud
Hold storage server.
Fig. 2 is the structural schematic diagram for detecting darkroom.As shown in Fig. 2, the detection darkroom includes: to be separately positioned on detection secretly
Machine is controlled in indoor five spectrum skin analyzer, body fat analyzer and touch screen；The five spectrum skin analyzer, body fat analysis
Instrument is connect with control machine signal in touch screen respectively, and machine is controlled in the touch screen and is connect with processing server signal；Five spectrum
Skin analyzer for acquiring the face-image of user, and sends face-image in touch screen and controls in machine signal；The body
Rouge analyzer for acquiring the body fat information of user, and sends body fat information in touch screen and controls in machine signal；The touch
Machine is controlled in screen, for manipulating five spectrum skin analyzers and body fat analyzer, and by the face-image of user and body fat information
It is sent to processing server.
The processing server analyzes the skin conditions of user for the face-image and body fat information according to user,
The skin detection of user is obtained as a result, and sending control machine and cloud storage platform in touch screen for skin detection result.It is described
Processing server is also used to the training data according to face-image and body fat information, carries out skin analysis model training, obtains skin
Skin analysis model.
The cloud storage platform, for storing the skin detection of user as a result, and sending out the skin detection result of user
It is sent to user hand generator terminal.Cloud storage platform can also be achieved 3D face also original image, human body body fat data and storage platform and produce
Raw data.
The detection darkroom further include: metal shell 1, decorative appearance light bar 2, power supply box 3, overhead lighting 4, loudspeaker 5,
Exhaust fan and security monitoring camera 7；The surface of metal shell 1, the metal shell 1 is arranged in the decorative appearance light bar 2
It is additionally provided with access door 6 and sunshade；The power supply box 3 is arranged inside metal shell 1, and with respectively with five spectrum skin analysis
Mechatronics are controlled in instrument, body fat analyzer and touch screen；The overhead lighting 4, loudspeaker 5 and security monitoring camera 7 are distinguished
It is arranged in 1 inner top of metal shell, the exhaust fan is embedded in metal shell 1；The decorative appearance light bar 2, overhead lighting
4, loudspeaker 5, exhaust fan and security monitoring camera 7 are electrically connected with power supply box 3 respectively；The power supply box 3 also with five spectrum skins
Mechatronics are controlled in skin analyzer, body fat analyzer and touch screen.In the present embodiment, all electronic and electrical equipments are dark by detection
Indoor power supply box is unified to power.
Fig. 3 is the structural schematic diagram of five spectrum skin analyzers.As shown in figure 3, in the present embodiment, the five spectrum skin
Skin analyzer, comprising: slide unit control device 8, emulating fluorescent lamp 9, parallel polarized light lamp, cross polarization light lamp, UV light lamp 10,5
Family name's light lamp 11 and Image Acquisition camera 12；Described image acquisition camera 12 and slide unit control device 8 are respectively and in touch screen
The connection of control machine signal；Described image acquisition camera 12, emulating fluorescent lamp 9, parallel polarized light lamp, cross polarization light lamp, UV light
Lamp 10, Wu Shi light lamp 11 are separately positioned on slide unit control device 8；Described image acquisition camera 12, for acquiring user's
Face-image, and send face-image in touch screen and control in machine signal, in the present embodiment, Image Acquisition camera 12 can
Think multiple；Machine is controlled in the touch screen, for the face-image according to acquisition user, the control adjustment of slide unit control device 8 is clapped
Take the photograph angle.Image Acquisition camera 12 can slide unit control device 8 under adjustment, shoot the image of multiple angles.The simulation
Fluorescent lamp 9, parallel polarized light, cross polarization light, UV light 10 and Wu Shi light 11 are connect with control machine signal in touch screen respectively.Its
In, five spectrum skin analyzers include to simulate daylight, parallel polarized light, cross polarization light, UV light, Wu Shi light, under five kinds of light sources
It carries out that the skin form under skin different depth can be taken under different illumination to skin photographic analysis.
Fig. 4 is the structural schematic diagram of body fat analyzer.As shown in figure 4, in the present embodiment, dividing on the body fat analyzer
Handle 14 and right-hand man's electrode slice 13 She Zhi not fixed.Bio-electrical impedance body fat analyzer can be used in body fat analyzer, and user is only
Both hands need to be placed on to the 13 upper several seconds of right-hand man's electrode slice, can go out for customer analysis includes body fat, protein content, muscle
Amount, skeleton density etc. amount to 12 human body Anthropometric parameters.
In the present embodiment, machine 15 is controlled in the touch screen includes: the RK3399E master control based on Android operation system
The 4G Internet of Things module and 32 inches of multi-point touch control display screens of plate and ME3630.Intelligence of the machine based on Android is controlled in touch screen
Central control system, for user can be assisted independently to complete skin, body fat data collection task, user can also check analysis by it
As a result.
The data that camera acquires are transferred in touch screen on control machine by the present embodiment by USB2.0 communications protocol, are touched
It touches control machine in screen and controls slide unit lifting and the switching of light by serial port communicating protocol；It is logical by serial ports that machine is controlled in touch screen
Agreement is interrogated to acquire the body fat data of human body；Collect information unification have in striking screen control machine by 4G module pass to big data with
And artificial intelligence process server, cloud storage server, after being disposed, it will be shown in the form of report in striking screen
On control machine.
Processing server provided in this embodiment uses the processing server of big data and artificial intelligence: skin problem point
The artificial intelligence model main modular of analysis is able to detect five kinds of spectrum pictures of analysis darkroom acquisition face-image.The model makes
With the deep learning algorithm for having supervision, the magnanimity sample cured beautiful consultant and done all kinds of skin problem labels senior for 100 multidigits
This progress constantly learns, and prolonged exercise forms.It can be realized skin quality, water and oil balance problem, wrinkle problem, color spot problem, Cuo
The accurate analysis of sore problem, pore problem, colour of skin problem, and can continue to increase the detection point of all kinds of problems as needed
Analysis.
Processing server can utilize skin analysis model, realize skin problem analysis, the skin point of skin problem analysis
Analyse model (AI model) structure and relevant parameter:
(1) AI model uses mobilenet structure, and the structure concrete form is as follows:
(2) mobilenet model parameter list:
| 1 | learning_rate | Learning rate |
| 2 | SGD | Gradient descent algorithm |
| 3 | batch_size | Sample set |
| 4 | n_epochs | Maximum train epochs |
| 5 | nkerns | The number of convolution kernel |
| 6 | poolsize | Down-sampling size |
| 7 | matcher | The matching analysis device |
| 8 | similarity_calculator | Similarity calculation device |
| 9 | anchor_genderator | Prediction block generator |
| 10 | image_resizer | Image pre-processor |
| 11 | feature_extractor | Characteristic pattern extracts |
| 12 | loss | Loss function |
The present embodiment skin analysis model carries out skin analysis model training using following methods:
1. defining algorithmic formula, that is, the forwards algorithms of neural network.We use mobilenet algorithm.
2. defining loss, optimizer is selected, to make loss minimum
3. a pair data are iterated training, reach loss minimum
4. the propagated forward process of convolutional neural networks
5. the back-propagation process of convolutional neural networks
6. the right value update of convolutional layer
7. the right value update of full articulamentum
8. assessing on test set or verifying collection accuracy rate
There are the Massive Sample and training pattern of skin problem, every kind of photograph in the processing server of big data and artificial intelligence
Piece goes to be analyzed and processed with corresponding model, by the big data information superposition of multi-dimensional matrix form calculate feedback result and
On the basis of the threshold value that industry experience determines, defining for different skin problem is provided, is finally provided again according to Comprehensive Evaluation standard comprehensive
Close analysis report.
The present invention launches self-service skin detection system in public places, and the sample data based on magnanimity collects domestic number
Hundred senior many years industry experiences for curing beautiful consultant, are had the deep learning algorithm of supervision using artificial intelligence, trained based on doctor
Beautiful consultant, while surmounting the high accuracy skin problem analysis AI model for curing beautiful consultant again, it can be improved accuracy.The present invention is not
Dependent on specific algorithm, as long as curing the problem of beautiful consultant can analyze, the AI analysis model of the problem can be trained, can be improved
Versatility.Analysis model of the present invention is disposed using cloud, the initial data that the detection device of client various forms is got,
Cloud is uniformly analyzed and processed, and customer can easily get skin detection service whenever and wherever possible, can be improved convenience.
Skin quality detection process is carried out using present system: entering skin detection darkroom；Scan open detection；Fill in individual
Information；Starting analysis；Acquire body fat data；Shoot five spectrograms；Check five spectrograms of shooting；Report is checked in scanning.
User's skin detection report main contents include comprehensive analysis report, skin quality Problem Analysis Report and wrinkle, color spot, pore,
Acne individual event Problem Analysis Report.
Dispensing self-service skin detection system in public places provided in this embodiment, control machine uses in the touch screen
Android operation system, user by the two dimensional code open detection on control machine in handset Wechat touch screen scanning, according to voice and
Manipulation is completed in the prompt at interface.The facial image information that five spectrum skin analyzers can be acquired according to Image Acquisition camera, base
Automatically determine the optimal shooting height of slide unit controller in human body face 65 characteristic points, simulation daylight, parallel polarized light,
Under five kinds of cross polarization light, UV light, Wu Shi light light sources acquire human body face five pictures, by network pass to big data and
Artificial intelligence process server, herein with the model of existing five seed type carry out artificial intelligence study with match, compare and
Analysis obtains the range and serious journey of the skin problems such as wrinkle, acne, pore, color spot, the colour of skin, moisture, the oil of face skin
Degree, and corresponding skin problem region is marked out in five face pictures, and one-dimensional plane facial image is reduced into 3D people
Then face model will test result and upload to cloud storage server.During taking pictures, both hands hold body fat instrument, and data are certainly
It is dynamic to extract and be transferred in touch screen in control machine, cloud storage server is upload the data to after parsing.Finally, user not only may be used
To control machine in touch screen, corresponding analysis result can also be checked in oneself mobile phone terminal.
Finally, it should be noted that the above embodiments are only used to illustrate the technical solution of the present invention., rather than its limitations；To the greatest extent
Present invention has been described in detail with reference to the aforementioned embodiments for pipe, those skilled in the art should understand that: its is right
Technical solution documented by foregoing embodiments is modified, or is equally replaced to some or all of the technical features
It changes, the range for technical solution of various embodiments of the present invention that it does not separate the essence of the corresponding technical solution.
Claims (7)
1. a kind of self-service skin detection system of dispensing in public places characterized by comprising detection darkroom, processing service
Device and cloud storage server；
The detection darkroom includes: to be separately positioned on the dark indoor five spectrum skin analyzer of detection, body fat analyzer and touch
Machine is controlled in screen；The five spectrum skin analyzer, body fat analyzer are connect with control machine signal in touch screen respectively, the touch screen
Middle control machine is connect with processing server signal；
The five spectrum skin analyzer, for acquiring the face-image of user, and sends face-image in touch screen and controls
In machine signal；
The body fat analyzer is sent to control machine signal in touch screen for acquiring the body fat information of user, and by body fat information
In；
Machine is controlled in the touch screen, for manipulating five spectrum skin analyzers and body fat analyzer, and by the face-image of user
And body fat information is sent to processing server；
The processing server is analyzed the skin conditions of user, is obtained for the face-image and body fat information according to user
The skin detection of user is as a result, and send control machine and cloud storage platform in touch screen for skin detection result；
The cloud storage platform, for storing the skin detection of user as a result, and sending the skin detection result of user to
User hand generator terminal.
2. the self-service skin detection system of dispensing according to claim 1 in public places, which is characterized in that the detection
Darkroom further include: metal shell (1), decorative appearance light bar (2), power supply box (3), overhead lighting (4), loudspeaker (5), exhaust fan
With security monitoring camera (7)；
The decorative appearance light bar (2) is arranged on the surface of metal shell (1), and the metal shell (1) is additionally provided with access door (6)
And sunshade；
The power supply box (3) setting is internal in metal shell (1), and with respectively with five spectrum skin analyzers, body fat analyzer
With mechatronics are controlled in touch screen；
The overhead lighting (4), loudspeaker (5) and security monitoring camera (7) are separately positioned on metal shell (1) inner top,
The exhaust fan is embedded in metal shell (1)；
The decorative appearance light bar (2), overhead lighting (4), loudspeaker (5), exhaust fan and security monitoring camera (7) respectively with
Power supply box (3) electrical connection；
The power supply box (3) also controls mechatronics with five spectrum skin analyzers, body fat analyzer and touch screen.
3. the self-service skin detection system of dispensing according to claim 1 in public places, which is characterized in that five light
Compose skin analyzer, comprising: slide unit control device (8) and Image Acquisition camera (12)；
Described image acquisition camera (12) and slide unit control device (8) are connect with control machine signal in touch screen respectively；The figure
As acquisition camera (12) are arranged on slide unit control device (8)；
Described image acquisition camera (12), is sent in touch screen for acquiring the face-image of user, and by face-image
In control machine signal；
Machine (15) are controlled in the touch screen, for the face-image according to acquisition user, control slide unit control device (8) adjustment is clapped
Take the photograph angle.
4. the self-service skin detection system of dispensing according to claim 3 in public places, which is characterized in that five light
Compose skin analyzer, further includes: emulating fluorescent lamp (9), parallel polarized light lamp, cross polarization light lamp, UV light lamp (10) and Wu Shi
Light lamp (11)；
The emulating fluorescent lamp (9), parallel polarized light, cross polarization light, UV light (10) and Wu Shi light (11) respectively with touch
The connection of machine signal is controlled in screen；
The emulating fluorescent lamp (9), parallel polarized light lamp, cross polarization light lamp, UV light lamp (10), Wu Shi light lamp (11) are set respectively
It sets on slide unit control device (8).
5. the self-service skin detection system of dispensing according to claim 1 in public places, which is characterized in that the body fat
Fixed handle (14) and right-hand man's electrode slice (13) are respectively set on analyzer.
6. the self-service skin detection system of dispensing according to claim 1 in public places, which is characterized in that the touch
It includes: master control borad based on Android operation system and 4G Internet of Things module and multi-point touch control display screen that machine (15) are controlled in screen.
7. the self-service skin detection system of dispensing according to claim 1 in public places, which is characterized in that the processing
Server is also used to the training data according to face-image and body fat information, carries out skin analysis model training, obtains skin point
Analyse model.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910417143.5A CN110169754A (en) | 2019-05-20 | 2019-05-20 | Launch self-service skin detection system in public places |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910417143.5A CN110169754A (en) | 2019-05-20 | 2019-05-20 | Launch self-service skin detection system in public places |
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| CN110169754A true CN110169754A (en) | 2019-08-27 |
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ID=67691590
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|---|---|---|---|
| CN201910417143.5A Pending CN110169754A (en) | 2019-05-20 | 2019-05-20 | Launch self-service skin detection system in public places |
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Cited By (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110558940A (en) * | 2019-08-29 | 2019-12-13 | 云南白药集团健康产品有限公司 | image acquisition device for skin detection |
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| CN110619598A (en) * | 2019-09-03 | 2019-12-27 | 云南白药集团健康产品有限公司 | Image processing method, device and system |
| CN110751666A (en) * | 2019-11-30 | 2020-02-04 | 上海澄镜科技有限公司 | System device equipped on intelligent beauty mirror for skin detection and modeling |
| CN111028214A (en) * | 2019-12-05 | 2020-04-17 | 北京美医医学技术研究院有限公司 | Skin detection device based on cloud platform |
| CN111028214B (en) * | 2019-12-05 | 2020-10-16 | 北京美医医学技术研究院有限公司 | Skin detection device based on cloud platform |
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| CN113011303A (en) * | 2021-03-12 | 2021-06-22 | 支付宝(杭州)信息技术有限公司 | Facial feature determination method and device based on polarization image |
| CN113100715A (en) * | 2021-04-14 | 2021-07-13 | 深圳市人民医院 | Skin detection system and detection method based on visual and tactile mixed perception |
| CN113240652A (en) * | 2021-05-19 | 2021-08-10 | 上海肤焕科技有限公司 | Online skin analysis system |
| CN113435251A (en) * | 2021-05-26 | 2021-09-24 | 安徽省腾运医药科技有限公司 | Operation method of AI-based intelligent mask self-service vending machine |
| CN113729626A (en) * | 2021-08-03 | 2021-12-03 | 蒋登文 | Portable skin quality detection device and system based on image recognition |
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