CN109615476A - Network dress tries method, apparatus, server and storage medium on - Google Patents
Network dress tries method, apparatus, server and storage medium on Download PDFInfo
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- 238000000034 method Methods 0.000 title claims abstract description 41
- 238000003860 storage Methods 0.000 title claims abstract description 20
- 238000004590 computer program Methods 0.000 claims description 11
- 238000012360 testing method Methods 0.000 claims description 10
- 238000012549 training Methods 0.000 claims description 6
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
- G06Q30/0641—Shopping interfaces
- G06Q30/0643—Graphical representation of items or shoppers
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T19/00—Manipulating 3D models or images for computer graphics
- G06T19/006—Mixed reality
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2210/00—Indexing scheme for image generation or computer graphics
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Abstract
The present invention relates to technical field of image matching, the present invention provides a kind of network dress and tries method, apparatus, server and storage medium on, and the method includes receiving when trying request on of user, the camera of opening terminal apparatus；The image data of user is obtained by the camera；Described image data are identified using figure identification model trained in advance, obtain the shape parameter of the user；It is matched according to the shape parameter with dress ornament parameter, obtains the apparel size of the user.The present invention identifies the image data for the user that camera obtains to obtain the shape parameter of user using figure identification model trained in advance, reduces the probability that the dress ornament of selection does not conform to the actual conditions, improves the experience of user.
Description
Technical field
The present invention relates to technical field of image matching, specifically, the present invention relates to a kind of network dress to try method, dress on
It sets, server and storage medium.
Background technique
With being widely used for internet, in the virtual Internet, during network purchases dress ornament, Yong Huwu
Method do to the dress ornament of selection the case where really trying comparison, measurement on, the dress ornament of selection is easy to cause not conform to the actual conditions.
Currently, electric business platform can all provide a user the effect that stored close model puts on the dress ornament, but because
User and model there are many differences, and dress ornament and it is indirect matched with user, due to shortage authenticity, still cannot gram
The defect that clothes are easy to cause the dress ornament of selection and the actual needs of user not to be inconsistent at present.
Summary of the invention
To overcome the above technical problem, it is especially easy to cause the dress ornament of selection and the actual needs of user in the prior art
The problem of not being inconsistent, spy propose following technical scheme:
In a first aspect, the present invention, which provides a kind of network dress, tries method on, include the following steps:
Receive when trying request on of user, the camera of opening terminal apparatus；
The image data of user is obtained by the camera；
Described image data are identified using figure identification model trained in advance, obtain the figure ginseng of the user
Number；
It is matched according to the shape parameter with dress ornament parameter, obtains the apparel size of the user.
Include: by the step of image data of camera acquisition user in one of the embodiments,
The video image that user rotates one week is shot by the camera；Wherein, the video image is and dress ornament pair
Answer the image or whole body images at position；
It uses figure identification model trained in advance to identify described image data, obtains the figure of the user
The step of parameter includes:
The figure contour feature of the user is extracted from described image data；
The contour feature is input to the figure identification model to identify, obtains the figure ginseng of user's three-dimensional
Number.
It is described in one of the embodiments, that described image data are known using figure identification model trained in advance
Not, before the step of obtaining the shape parameter of the user, further includes:
The shape parameter of collecting test user establishes training pattern according to the figure data；
It is trained using the shape parameter of test user, obtains general figure identification model.
The network dress tries method in one of the embodiments, further include:
The shape parameter of the user is input in sample database, using the shape parameter in the sample database to the body
Type identification model is trained, and adjustment obtains the general figure identification model.
It is matched in one of the embodiments, according to the shape parameter with dress ornament parameter, obtains the user's
The step of apparel size includes:
The shape parameter and each subitem of dress ornament parameter are subjected to Corresponding matching respectively；
The highest dress ornament of the total matching degree of shape parameter with the user is obtained, using the highest dress ornament of total matching degree as institute
State the apparel size of user.
The network dress tries method in one of the embodiments, further include:
According to the apparel size of the user, other use similar with user's shape parameter of historical record are obtained
The selected dress ornament in family；
If filtering out a fairly large number of stem portion dress ornament of selection to recommend to user, selected for user.
The network dress tries method in one of the embodiments, further include:
Facial image in video image is identified, rotation of each video pictures frame relative to front picture frame is calculated
Gyration；
According to the dress ornament that user selects, the dress ornament picture of each rotation angle of the dress ornament is obtained；
Each video pictures frame and the dress ornament picture are overlapped according to identical rotation angle, synthesis shows video
It plays out.
Second aspect, the present invention also provides a kind of network dress to try device on comprising: receiving module, for receiving
When trying request on of user, the camera of opening terminal apparatus；
Photographing module, for obtaining the image data of user by the camera；
Identification module obtains institute for identifying using figure identification model trained in advance to described image data
State the shape parameter of user；
Matching module obtains the dress ornament ruler of the user for being matched according to the shape parameter with dress ornament parameter
It is very little.
The third aspect, the present invention also provides a kind of servers comprising:
One or more processors；
Memory；
One or more application program, wherein one or more of application programs are stored in the memory and quilt
It is configured to be executed by one or more of processors, one or more of programs are configured to: executing any of the above-described implementation
Network dress described in example tries method on.
Fourth aspect, the present invention also provides a kind of computer readable storage medium, on the computer readable storage medium
It is stored with computer program, is realized when which is executed by processor and executes the clothes of network described in any of the above-described embodiment
Decorations try method on.
Above-mentioned network dress tries method, apparatus, server and storage medium on, identifies mould using figure trained in advance
The analysis of image data for the user that type obtains camera is directly compared with the data in model, obtains the figure of user
Then parameter is matched by the figure data with the standard size of dress ornament, final to obtain the suitable of dress ornament selected by user
Size, avoid the case where not being consistent because of dress ornament with the actual demand of user, the network for improving user tries experience on, promote
With the popularization that can try method on network dress, such as dress ornament publicity, shopping at network.
In addition, this method can also shoot the video image that user rotates one week by the camera；Wherein, the view
Frequency image is the image or whole body images with dress ornament corresponding position.In this way, acquired user data is more fully, and can make
The three-dimensional size of the three-dimensional figure data and dress ornament of user is overlapped, and three-dimensional wears effect can be showed to user, is made
Design and style of user's more sense of reality to the dress ornament, it is easier to be brought to user and pleasant try experience on.
The additional aspect of the present invention and advantage will be set forth in part in the description, these will become from the following description
Obviously, or practice through the invention is recognized.
Detailed description of the invention
Above-mentioned and/or additional aspect and advantage of the invention will become from the following description of the accompanying drawings of embodiments
Obviously and it is readily appreciated that, in which:
Fig. 1 is the applied environment figure of the embodiment of the present invention；
Fig. 2 is that the network dress of one embodiment in the present invention tries method flow diagram on；
Fig. 3 is that the network dress of one embodiment in the present invention tries the schematic diagram of device on；
Fig. 4 is the structural schematic diagram of the server of one embodiment in the present invention.
Specific embodiment
The embodiment of the present invention is described below in detail, examples of the embodiments are shown in the accompanying drawings, wherein from beginning to end
Same or similar label indicates same or similar element or element with the same or similar functions.Below with reference to attached
The embodiment of figure description is exemplary, and for explaining only the invention, and is not construed as limiting the claims.
Those skilled in the art of the present technique are appreciated that unless expressly stated, singular " one " used herein, " one
It is a ", " described " and "the" may also comprise plural form.It is to be further understood that being arranged used in specification of the invention
Diction " comprising " refer to that there are the feature, integer, step, operation, element and/or component, but it is not excluded that in the presence of or addition
Other one or more features, integer, step, operation, element, component and/or their group.It should be understood that when we claim member
Part is " connected " or when " coupled " to another element, it can be directly connected or coupled to other elements, or there may also be
Intermediary element.In addition, " connection " used herein or " coupling " may include being wirelessly connected or wirelessly coupling.It is used herein to arrange
Diction "and/or" includes one or more associated wholes for listing item or any cell and all combinations.
Those skilled in the art of the present technique are appreciated that unless otherwise defined, all terms used herein (including technology art
Language and scientific term), there is meaning identical with the general understanding of those of ordinary skill in fields of the present invention.Should also
Understand, those terms such as defined in the general dictionary, it should be understood that have in the context of the prior art
The consistent meaning of meaning, and unless idealization or meaning too formal otherwise will not be used by specific definitions as here
To explain.
Those skilled in the art of the present technique are appreciated that " terminal " used herein above, " terminal device " both include wireless communication
The equipment of number receiver, only has the equipment of the wireless signal receiver of non-emissive ability, and including receiving and emitting hardware
Equipment, have on both-way communication chain road, can execute both-way communication reception and emit hardware equipment.This equipment
It may include: honeycomb or other communication apparatus, shown with single line display or multi-line display or without multi-line
The honeycomb of device or other communication apparatus；PCS (Personal Communications Service, person communication system), can
With combine voice, data processing, fax and/or data communication capabilities；PDA (Personal Digital Assistant, it is personal
Digital assistants), it may include radio frequency receiver, pager, the Internet/intranet access, web browser, notepad, day
It goes through and/or GPS (Global Positioning System, global positioning system) receiver；Conventional laptop and/or palm
Type computer or other equipment, have and/or the conventional laptop including radio frequency receiver and/or palmtop computer or its
His equipment." terminal " used herein above, " terminal device " can be it is portable, can transport, be mounted on the vehicles (aviation,
Sea-freight and/or land) in, or be suitable for and/or be configured in local runtime, and/or with distribution form, operate in the earth
And/or any other position operation in space." terminal " used herein above, " terminal device " can also be communicating terminal, on
Network termination, music/video playback terminal, such as can be PDA, MID (Mobile Internet Device, mobile Internet
Equipment) and/or mobile phone with music/video playing function, it is also possible to the equipment such as smart television, set-top box.
Those skilled in the art of the present technique are appreciated that remote network devices used herein above comprising but be not limited to count
The cloud that calculation machine, network host, single network server, multiple network server collection or multiple servers are constituted.Here, Yun Youji
It is constituted in a large number of computers or network servers of cloud computing (Cloud Computing), wherein cloud computing is distributed computing
One kind, a super virtual computer consisting of a loosely coupled set of computers.In the embodiment of the present invention, distal end
It can be realized and be communicated by any communication modes between the network equipment, terminal device and WNS server, including but not limited to, is based on
The mobile communication of 3GPP, LTE, WIMAX, based on TCP/IP, the computer network communication of udp protocol and based on bluetooth, infrared
The low coverage wireless transmission method of transmission standard.
Refering to what is shown in Fig. 1, Fig. 1 is the applied environment figure of the embodiment of the present invention；In the embodiment, the technology of the present invention side
Case can realize that as shown in figure 1, mobile terminal 110 can be visited by internet on the terminal device based on such as mobile terminal
It asks server 120, on mobile terminal 110, corresponding client can be installed by forms such as APP, user passes through client
Data interaction is carried out with server 120, realizes that the correlation function of user side, server 120 refer to realization on the client
The server apparatus of middle background function, it is contemplated that the actual conditions of server process at present, equipment mentioned here are also possible to
Refer to the cluster of an equipment or multiple equipment.
Refering to what is shown in Fig. 2, the network dress that Fig. 2 is one embodiment tries method on, comprising the following steps:
S210, when trying request on of user, the camera of opening terminal apparatus are received.In this step, user passes through peace
The terminal device of client has been filled, for example, user passes through Client browse to the interface of certain clothes, has been tried on interface by clicking
Function key, file a request to server, try the correspondence dress ornament that user is just browsing on the client on.Server receives user
After the request tried on, the terminal device of Xiang Yunhang client issues the instruction for opening camera.Wherein, the dress ornament can be with
Including clothes, jewellery either footwear etc..
S220, the image data that user is obtained by the camera.
When terminal device receives the instruction of the unlatching camera of server, the camera on opening terminal apparatus, so as to
Obtain the image data of user.Described image data can be specially the figure data about user.User can be according to client
The prompt or guide provided adjusts the physical feeling that angle or the position of body are dressed with corresponding requested fitting clothing, so as to
The camera obtains the image data of corresponding physical feeling, does with selected dress ornament and further matches comparison, analysis.
For example, the selected dress ornament of user is jacket, then, the standard size that client is provided according to the jacket it is each
The mode that the content of subitem (such as shoulder breadth, bust, waistline, sleeve length parameter) provides measurement passes through end to guide user to cooperate
Shooting interface adjustment position and angle in end equipment, obtain terminal device at least by the image of upper body, are supplied to institute
State client.
As one embodiment, for the image data of more comprehensive acquisition user, the camera corresponding position or
Person is that each orientation of whole body obtains the image data of user's solid, specifically: user's rotation one is shot by the camera
The video image in week；Wherein, the video image is the image or whole body images with dress ornament corresponding position.The video image
It is made of continuous each video pictures frame, the image data of each angle of each video pictures frame recording user.
In order to accurately recognize the front of user, in the present embodiment, the facial image in video image is known
Not, rotation angle of each video pictures frame relative to front picture frame is calculated.
For example, it is determined as the front picture frame of user with the direct picture of face in continuous each video pictures frame,
Then on the basis of the direct picture, rotation angle of each video pictures frame relative to front picture frame is calculated.Corresponding user
Front picture frame judgement, the user images in each video pictures frame can also be identified, choose show user most
The picture frame of large area is as front picture frame.Above-mentioned example is served only for for example, not doing to other specific embodiments
Any restriction.
Accordingly, according to the dress ornament selected with regard to user, the dress ornament picture of each rotation angle of the dress ornament is obtained.
Each video pictures frame and the dress ornament picture are overlapped according to identical rotation angle, synthesis shows video
It plays out.
Specifically, equally obtain user and the selected dress ornament of user stereo-picture, with the front picture frame of user with
The corresponding superposition of the front picture frame of the dress ornament, equally on the basis of the picture frame of front, by the perspective view for synthesizing the user
The stereo-picture of picture and dress ornament is sheathed on the stereo-picture of dress ornament on the stereo-picture of user, use is obtained from video image
The effect of selected dress ornament is worn in the result of broadcast for wearing the dress ornament of family solid, the perception for allowing user comprehensive,
It is suitble to the clothes of oneself more easily by selection.
S230, it uses in advance trained figure identification model described image data is identified, obtain the user
Shape parameter.
The image data of user is obtained according to the camera, and which kind of figure user belongs to, in the present embodiment
In, server can use figure identification model trained in advance and identify to the image data of user.The figure identification
Model, which can be, to be obtained according to the training in advance of the standard size of Design of Popular Dress Ornaments, can be the big data analysis by user's figure
It obtains.
The shape parameter of the user can be the figure contour feature about user, which can be pass
In the positive figure contour feature of user, it is also possible to the three-dimensional figure contour feature about user.In order to test comprehensively
To the shape parameter of user, it can choose figure identification model described in three-dimensional figure contour feature input value and identified, obtained
Obtain the three-dimensional shape parameter of the user.
Before being identified using figure identification model trained in advance to described image data described in step S230,
It needs to obtain the figure identification model, the image data of user can be identified.
In the present embodiment, the figure identification model is a universal measurement model, and the dress ornament of the overwhelming majority is suitble to survey
Amount.The general figure identification model is the figure data by acquiring the user of all request for test of history, according to the body
Type data establish training pattern；It is trained using the figure data of test user.The training pattern include about
Each subitem of Design of Popular Dress Ornaments, the model of the shape parameters such as proportionate relationship between each subitem.Utilize the figure of test user
Parameter is trained the training pattern, obtains the general figure identification model for being suitable for most users.
The figure identification model can also be trained from sample database and be obtained, specifically, by the shape parameter of the user
It is input in sample database, the figure identification model is trained using the shape parameter in the sample database, described in adjustment
General figure identification model.The reason is that the shape parameter of each user respectively has a feature, some even with standard size deviation ratio
It is larger, but for sample database complete for one, need to meet different crowd demands, so whenever the figure of test user
When parameter, background server will be input to the shape parameter of the user in sample database, using new shape parameter to described
Figure identification model is adjusted, and obtains updated general figure identification model.
S240, it is matched according to the shape parameter with dress ornament parameter, obtains the apparel size of the user.
In this step, the dress ornament according to respective type and design the characteristics of, have the standard size including each subitem
List.When the shape parameter of corresponding test user, and according to each subitem in the standard size list, accordingly obtain
Corresponding data.Then it is compared with the corresponding subitem in standard size, matched.If in the shape parameter of user
For some data in the range of the corresponding subitem, for the subitem successful match, otherwise, it fails to match for the subitem.In this implementation
In example, the height of the shape parameter of user and total matching degree of selected dress ornament can be evaluated according to the subitem number of successful match；
It can certainly be using the matching degree of some subitem as emphasis reference value, for example, skirt is long and waistline is weight if the dress ornament is one-piece dress
Point reference value, if this two are unsatisfactory for, the matching degree is just greatly reduced, and corresponding size will not be prioritized；Or
It is that pro rate is carried out to each subitem, the modes such as matching degree is then obtained by weighted average, finally with total matching degree highest
Apparel size of the dress ornament as the user.
It can also include step S250, i.e., according to S240 to provide the user with more selections after step S240
Obtained apparel size selects several dress ornaments to recommend to the user from dress ornament database.
Further, selection there can be same or similar apparel size in user for the first time selected clothing type
Similar dress ornament facilitates user to be close contrast in same type dress ornament, is more convenient user and compares selection.Or in order to meet use
The collocation demand at family can also recommend the collocation of same style to take according to the style of user's selected dress ornament for the first time to user
Decorations promote the experience of user to meet user's collocation demand.
It is in step s 250, described that several dress ornaments is selected to recommend from dress ornament database to the user further include:
Obtain the other users selected dress ornament similar with user's shape parameter of historical record；Filter out choosing
If selecting a fairly large number of stem portion dress ornament to recommend to user, selected for user.
For example, in the historical data handled by the client, search is with the user's according to the shape parameter of the user
The selected dress ornament of the other users of the either similar body conformation types of shape parameter same type, recommends user and joins
It examines.It, can be according to same type-with style collocation-other types screening obtained data in order to more be bonded the demand of user
Isopreference level, which is ranked up, to be listed.
About the execution of step S250, it is also possible to user by client and corresponding functional entrance is provided, to server
Relevant request is issued, server searches relevant data in associated dress ornament database, and is passed through client
It is exported to user.
Based on inventive concept identical with above-mentioned picture upload method, the embodiment of the invention also provides a kind of uploads of picture
Device, as shown in Figure 3, comprising:
Receiving module 310, for receiving when trying request on of user, the camera of opening terminal apparatus；
Photographing module 320, for obtaining the image data of user by the camera；
Identification module 330 identifies described image data using figure identification model trained in advance, described in acquisition
The shape parameter of user；
Matching module 340 is matched with dress ornament parameter according to the shape parameter, obtains the dress ornament ruler of the user
It is very little.
Wherein, the photographing module 320 can also be performed:
The video image that user rotates one week is shot by the camera；Wherein, the video image is and dress ornament pair
Answer the image or whole body images at position.
Further, it can also be performed:
Facial image in video image is identified, rotation of each video pictures frame relative to front picture frame is calculated
Gyration.
Further according to the dress ornament of user's selection, the dress ornament picture of each rotation angle of the dress ornament is obtained；
Each video pictures frame and the dress ornament picture are overlapped according to identical rotation angle, synthesis shows video
It plays out.
The identification module 330 can also be performed:
The figure contour feature of the user is extracted from described image data；
The contour feature is input to the figure identification model to identify, obtains the figure ginseng of user's three-dimensional
Number.
In another embodiment, the present invention provides a kind of computer readable storage medium, computer-readable storage mediums
Computer program is stored in matter, which realizes the network dress side of trying on described in above-described embodiment when being executed by processor
Method.Wherein, the computer readable storage medium includes but is not limited to any kind of disk (including floppy disk, hard disk, CD, CD-
ROM and magneto-optic disk), ROM (Read-Only Memory, read-only memory), RAM (Random AcceSS Memory, immediately
Memory), EPROM (EraSable Programmable Read-Only Memory, Erarable Programmable Read only Memory),
(Electrically EraSable Programmable Read-Only Memory, electric erazable programmable is read-only to be deposited EEPROM
Reservoir), flash memory, magnetic card or light card.It is, storage equipment includes by equipment (for example, computer, mobile phone) with energy
Any medium for the form storage or transmission information enough read can be read-only memory, disk or CD etc..
A kind of computer readable storage medium provided in an embodiment of the present invention is, it can be achieved that receive user tries request on
When, the camera of opening terminal apparatus；The image data of user is obtained by the camera；Known using figure trained in advance
Other model identifies described image data, obtains the shape parameter of the user；Joined according to the shape parameter and dress ornament
Number is matched, and the apparel size of the user is obtained.The present invention is by providing a kind of figure identification mould that utilization is trained in advance
The analysis of image data for the user that type obtains camera is directly compared with the data in model, obtains the figure of user
Then parameter is matched by the figure data with the standard size of dress ornament, final to obtain the suitable of dress ornament selected by user
Size, avoid the case where not being consistent because of dress ornament with the actual demand of user, the network for improving user tries experience on, promote
With the popularization that can try method on network dress, such as dress ornament publicity, shopping at network.
The reality that above-mentioned network dress tries method on may be implemented in computer readable storage medium provided in an embodiment of the present invention
Example is applied, concrete function realizes the explanation referred in embodiment of the method, and details are not described herein.
In addition, the present invention also provides a kind of servers in another embodiment, as shown in figure 4, the server includes
The devices such as processor 403, memory 405, input unit 407 and display unit 409.It will be understood by those skilled in the art that
Structure devices shown in Fig. 4 do not constitute the restriction to Servers-all, may include components more more or fewer than diagram, or
Person combines certain components.Memory 405 can be used for storing computer program 401 and each functional module, and the operation of processor 403 is deposited
The computer program 401 in memory 405 is stored up, thereby executing the various function application and data processing of equipment.Memory 405
It can be built-in storage or external memory, or including both built-in storage and external memory.Built-in storage may include read-only
Memory (ROM), programming ROM (PROM), electrically programmable ROM (EPROM), electrically erasable programmable ROM (EEPROM), quick flashing
Memory or random access memory.External memory may include hard disk, floppy disk, ZIP disk, USB flash disk, tape etc..It is presently disclosed
Memory include but is not limited to these types memory.Memory 405 disclosed in this invention is only used as example rather than makees
To limit.
Input unit 407 is used to receive the input of signal and receives the input of user, and input unit 407 may include touch surface
Plate and other input equipments, touch panel collect user on it or nearby touch operation (such as user using finger,
The operation of any suitable object or attachment such as stylus on touch panel or near touch panel), and according to presetting
The corresponding attachment device of driven by program；Other input equipments can include but is not limited to physical keyboard, function key (for example plays
Control button, switch key etc.), trace ball, mouse, one of operating stick etc. or a variety of.Display unit 409 can be used for showing
The information of user's input is supplied to the information of user and the various menus of computer equipment.Liquid can be used in display unit 409
The forms such as crystal display, Organic Light Emitting Diode.Processor 503 is the control centre of computer equipment, using various interfaces and
The various pieces of the entire computer of connection, by running or executing the software program being stored in memory 403 and/or mould
Block, and the data being stored in memory are called, perform various functions and handle data.
In one embodiment, the server includes one or more processors 403, and one or more storages
Device 405, one or more computer programs 401, wherein one or more of computer programs 401 are stored in memory
It in 405 and is configured as being executed by one or more of processors 403, one or more of computer programs 401 configure
For executing the prize drawing data processing method described in above embodiments based on amount of access.At one or more shown in Fig. 4
Reason device 403 is able to carry out, realizes receiving module 310, photographing module 320 shown in Fig. 3, identification module 330, matching module
340 function.
, it can be achieved that receiving when trying request on of user, unlatching terminal is set a kind of server provided in an embodiment of the present invention
Standby camera；The image data of user is obtained by the camera；Using figure identification model trained in advance to described
Image data is identified, the shape parameter of the user is obtained；It is matched, is obtained with dress ornament parameter according to the shape parameter
Take the apparel size of the user.The present invention a kind of obtains camera using figure identification model trained in advance by providing
User analysis of image data, directly compare with the data in model, the shape parameter of user is obtained, then by should
Figure data are matched with the standard size of dress ornament, final to obtain the suitably sized of dress ornament selected by user, avoid because
The case where dress ornament is not consistent with the actual demand of user, the network for improving user try experience on, promote and can use network
Dress ornament tries the popularization of method, such as dress ornament publicity, shopping at network on.
The network dress that above-mentioned offer may be implemented in server provided in an embodiment of the present invention tries the embodiment of method on, tool
Body function realizes the explanation referred in embodiment of the method, and details are not described herein.
The above is only some embodiments of the invention, it is noted that for the ordinary skill people of the art
For member, various improvements and modifications may be made without departing from the principle of the present invention, these improvements and modifications are also answered
It is considered as protection scope of the present invention.
Claims (10)
1. a kind of network dress tries method on, it is characterised in that:
Receive when trying request on of user, the camera of opening terminal apparatus；
The image data of user is obtained by the camera；
Described image data are identified using figure identification model trained in advance, obtain the shape parameter of the user；
It is matched according to the shape parameter with dress ornament parameter, obtains the apparel size of the user.
2. the method according to claim 1, wherein obtaining the step of the image data of user by the camera
Suddenly include:
The video image that user rotates one week is shot by the camera；Wherein, the video image is portion corresponding with dress ornament
The image or whole body images of position；
It uses figure identification model trained in advance to identify described image data, obtains the shape parameter of the user
The step of include:
The figure contour feature of the user is extracted from described image data；
The contour feature is input to the figure identification model to identify, obtains the shape parameter of user's three-dimensional.
3. the method according to claim 1, wherein described utilize figure identification model trained in advance to described
Before the step of image data is identified, obtains the shape parameter of the user, further includes:
The shape parameter of collecting test user establishes training pattern according to the figure data；
It is trained using the shape parameter of test user, obtains general figure identification model.
4. according to the method described in claim 3, it is characterized by further comprising:
The shape parameter of the user is input in sample database, the figure is known using the shape parameter in the sample database
Other model is trained, and adjustment obtains the general figure identification model.
5. the method according to claim 1, wherein matched according to the shape parameter with dress ornament parameter,
The step of obtaining the apparel size of the user include:
The shape parameter and each subitem of dress ornament parameter are subjected to Corresponding matching respectively；
The highest dress ornament of the total matching degree of shape parameter with the user is obtained, using the highest dress ornament of total matching degree as the use
The apparel size at family.
6. the method according to claim 1, wherein further include:
According to the apparel size of the user, the other users institute similar with user's shape parameter of historical record is obtained
The dress ornament of selection；
If filtering out a fairly large number of stem portion dress ornament of selection to recommend to user, selected for user.
7. according to the method described in claim 2, it is characterized by further comprising:
Facial image in video image is identified, rotation angle of each video pictures frame relative to front picture frame is calculated
Degree；
According to the dress ornament that user selects, the dress ornament picture of each rotation angle of the dress ornament is obtained；
Each video pictures frame and the dress ornament picture are overlapped according to identical rotation angle, synthesis shows that video carries out
It plays.
8. a kind of network dress tries device on, it is characterised in that:
Receiving module, for receiving when trying request on of user, the camera of opening terminal apparatus；
Photographing module, for obtaining the image data of user by the camera；
Identification module obtains the use for identifying using figure identification model trained in advance to described image data
The shape parameter at family；
Matching module obtains the apparel size of the user for being matched according to the shape parameter with dress ornament parameter.
9. a kind of server characterized by comprising
One or more processors；
Memory；
One or more computer programs, wherein one or more of computer programs are stored in the memory and quilt
It is configured to be executed by one or more of processors, one or more of computer programs are configured to carry out according to right
It is required that 1 to 7 described in any item network dress try method on.
10. a kind of computer readable storage medium, which is characterized in that be stored with computer on the computer readable storage medium
Program realizes that the described in any item network dress of claim 1-7 try method on when the computer program is executed by processor.
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| CN201811520531.8A CN109615476A (en) | 2018-12-12 | 2018-12-12 | Network dress tries method, apparatus, server and storage medium on |
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| CN201811520531.8A CN109615476A (en) | 2018-12-12 | 2018-12-12 | Network dress tries method, apparatus, server and storage medium on |
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Application publication date: 20190412 |