CN109190048A - A kind of adornment recommended method, device, electronic equipment and storage medium - Google Patents
A kind of adornment recommended method, device, electronic equipment and storage medium Download PDFInfo
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- CN109190048A CN109190048A CN201811251218.9A CN201811251218A CN109190048A CN 109190048 A CN109190048 A CN 109190048A CN 201811251218 A CN201811251218 A CN 201811251218A CN 109190048 A CN109190048 A CN 109190048A
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Abstract
The embodiment of the invention discloses a kind of adornment recommended method, device, electronic equipment and storage mediums.The described method includes: obtaining at least one head portrait characteristic information of active user under current angular；Head portrait evaluation score value prediction is carried out to the active user according at least one head portrait characteristic information of the active user, obtains head portrait evaluation score value prediction result of the active user under the current angular；At least one corresponding target head portrait adornment of the active user is determined according to head portrait evaluation score value prediction result of the active user under the current angular；At least one corresponding target head portrait adornment of the active user is recommended into the active user.More suitable adornment can be recommended for user under a different angle, the convenience that user selects adornment not only can be improved, the efficiency that user selects adornment can also be improved.
Description
Technical field
The present embodiments relate to Internet technical fields more particularly to a kind of adornment recommended method, device, electronics to set
Standby and storage medium.
Background technique
In social activity, adornment is a kind of noiseless language, and glamour can not only be increased by wearing suitable jewellery, also
The knowledge, experience and aesthetic taste of wearer can be showed.In existing adornment recommended method, first obtain active user's
Head portrait characteristic information；Then the target head portrait adornment of active user is determined according to the head portrait characteristic information of active user；Again will
The target head portrait adornment of active user recommends active user.It, can only be true in advance using existing adornment recommended method
Recommend adornment under a fixed angle for user, adornment can not be recommended under a different angle for user.
Summary of the invention
In view of this, the embodiment of the present invention provides a kind of adornment recommended method, device, electronic equipment and storage medium,
More suitable adornment can be recommended for user under a different angle, user not only can be improved and select the convenient of adornment
Property, the efficiency that user selects adornment can also be improved.
In a first aspect, the embodiment of the invention provides a kind of adornment recommended methods, which comprises
At least one head portrait characteristic information of active user is obtained under current angular；
Head portrait is carried out to the active user according at least one head portrait characteristic information of the active user and evaluates score value
Prediction obtains head portrait evaluation score value prediction result of the active user under the current angular；
The current use is determined according to head portrait evaluation score value prediction result of the active user under the current angular
At least one corresponding target head portrait adornment of family；
At least one corresponding target head portrait adornment of the active user is recommended into the active user.
In the above-described embodiments, described at least one head portrait characteristic information according to the active user is to the current use
Family carries out head portrait evaluation score value prediction, obtains head portrait evaluation score value prediction knot of the active user under the current angular
Fruit, comprising:
Calculate the corresponding head portrait characteristic value of each head portrait characteristic information of the active user；
According to the corresponding head portrait characteristic value of each head portrait characteristic information to each head portrait characteristic information of the active user
Carry out element prediction；
Head portrait evaluation score value prediction is carried out to the active user according to the element prediction result of each head portrait characteristic information,
Obtain head portrait evaluation score value prediction result of the active user under the current angular.
In the above-described embodiments, it is described according to the corresponding head portrait characteristic value of each head portrait characteristic information to the active user
Each head portrait characteristic information carry out element prediction, comprising:
If the corresponding head portrait characteristic value of each head portrait characteristic information, will be described in any one object feature value section
The corresponding element reference result in any one object feature value section is determined as the element prediction result of each head portrait characteristic information；
If the corresponding head portrait characteristic value of each head portrait characteristic information, will be pre- not in any one object feature value section
First determining element reference result is determined as the element prediction result of each head portrait characteristic information.
In the above-described embodiments, the element prediction result according to each head portrait characteristic information to the active user into
Wardrobe picture evaluates score value prediction, obtains head portrait evaluation score value prediction result of the active user under the current angular, packet
It includes:
At least one element prediction result is obtained in the element prediction result of whole head portrait characteristic informations；
The whole element prediction results that will acquire according to the corresponding weighted value of predetermined each element prediction result
It is ranked up；
The ranking results for the whole element prediction results that will acquire are determined as the head portrait evaluation score value prediction of active user
As a result.
In the above-described embodiments, described that at least one corresponding target head portrait adornment of the active user is recommended into institute
State active user, comprising:
Calculate the currently associated degree of each target head portrait adornment and corresponding current hotspot adornment；
If the currently associated degree is greater than pre-set relevance threshold, by the active user corresponding at least one
A target head portrait adornment recommends the active user.
Second aspect, the embodiment of the invention provides a kind of adornment recommendation apparatus, described device include: obtain module,
Prediction module, determining module and recommending module；Wherein,
The acquisition module, for obtaining at least one head portrait characteristic information of active user under current angular；
The prediction module, at least one head portrait characteristic information according to the active user to the active user
Head portrait evaluation score value prediction is carried out, head portrait evaluation score value prediction result of the active user under the current angular is obtained；
The determining module, for the head portrait evaluation score value prediction knot according to the active user under the current angular
Fruit determines at least one corresponding target head portrait adornment of the active user；
The recommending module, it is described for recommending at least one corresponding target head portrait adornment of the active user
Active user.
In the above-described embodiments, the prediction module includes: computational submodule and prediction submodule；Wherein,
The computational submodule, for calculating the corresponding head portrait feature of each head portrait characteristic information of the active user
Value；
The prediction submodule is used for according to the corresponding head portrait characteristic value of each head portrait characteristic information to the active user
Each head portrait characteristic information carry out element prediction；According to the element prediction result of each head portrait characteristic information to the current use
Family carries out head portrait evaluation score value prediction, obtains head portrait evaluation score value prediction knot of the active user under the current angular
Fruit.
In the above-described embodiments, the prediction submodule, if it is special to be specifically used for the corresponding head portrait of each head portrait characteristic information
Value indicative is in any one object feature value section, then by the corresponding element in any one described object feature value section with reference to knot
Fruit is determined as the element prediction result of each head portrait characteristic information；If the corresponding head portrait characteristic value of each head portrait characteristic information does not exist
In any one object feature value section, then predetermined element reference result is determined as wanting for each head portrait characteristic information
Plain prediction result.
In the above-described embodiments, the prediction submodule predicts knot specifically for the element in whole head portrait characteristic informations
At least one element prediction result is obtained in fruit；It will acquire according to the corresponding weighted value of predetermined each element prediction result
To whole element prediction results be ranked up；The ranking results for the whole element prediction results that will acquire are determined as currently using
The head portrait at family evaluates score value prediction result.
In the above-described embodiments, the recommending module is specifically used for calculating each target head portrait adornment and corresponding
Current hotspot adornment currently associated degree；If the currently associated degree is greater than pre-set relevance threshold, by institute
It states at least one corresponding target head portrait adornment of active user and recommends the active user.
The third aspect, the embodiment of the invention provides a kind of electronic equipment, comprising:
One or more processors；
Memory, for storing one or more programs,
When one or more of programs are executed by one or more of processors, so that one or more of processing
Device realizes adornment recommended method described in any embodiment of that present invention.
Fourth aspect, the embodiment of the invention provides a kind of storage mediums, are stored thereon with computer program, the program quilt
Adornment recommended method described in any embodiment of that present invention is realized when processor executes.
The embodiment of the present invention proposes a kind of adornment recommended method, device, electronic equipment and storage medium, first current
At least one head portrait characteristic information of active user is obtained under angle；According at least one head portrait characteristic information pair of active user
Active user carries out head portrait evaluation score value prediction, obtains head portrait of the active user under current angular and evaluates score value prediction result；
At least one corresponding target of active user is determined according to head portrait evaluation score value prediction result of the active user under current angular
Head portrait adornment；At least one corresponding target head portrait adornment of active user is finally recommended into active user.That is,
In the inventive solutions, head portrait can be carried out to active user according at least one head portrait characteristic information of active user
Score value prediction is evaluated, head portrait of the active user under current angular is obtained and evaluates score value prediction result；Then according to active user
Head portrait evaluation score value prediction result under current angular determines at least one corresponding target head portrait adornment of active user.And
In existing adornment recommended method, adornment can only be recommended under a predetermined angle for user, it can not be not
Recommend adornment under same angle for user.Therefore, compared to the prior art, the adornment recommendation side that the embodiment of the present invention proposes
Method, device, electronic equipment and storage medium can recommend more suitable adornment under a different angle for user, not only
The convenience that user selects adornment can be improved, the efficiency that user selects adornment can also be improved；Also, the present invention is implemented
The technical solution realization of example is simple and convenient, it is universal to be convenient for, and the scope of application is wider.
Detailed description of the invention
Fig. 1 is the flow diagram for the adornment recommended method that the embodiment of the present invention one provides；
Fig. 2 is the flow diagram of adornment recommended method provided by Embodiment 2 of the present invention；
Fig. 3 is the flow diagram for the adornment recommended method that the embodiment of the present invention three provides；
Fig. 4 is the first structure diagram for the adornment recommendation apparatus that the embodiment of the present invention four provides；
Fig. 5 is the second structural schematic diagram of the adornment recommendation apparatus that the embodiment of the present invention four provides；
Fig. 6 is the structural schematic diagram for the electronic equipment that the embodiment of the present invention five provides.
Specific embodiment
The present invention is described in further detail with reference to the accompanying drawings and examples.It is understood that this place is retouched
The specific embodiment stated is used only for explaining the present invention rather than limiting the invention.It also should be noted that in order to just
In description, only some but not all contents related to the present invention are shown in the drawings.
Embodiment one
Fig. 1 is the flow diagram for the adornment recommended method that the embodiment of the present invention one provides, and this method can be by wearing
Perhaps electronic equipment can be realized object recommendation apparatus to execute the device or electronic equipment by the mode of software and/or hardware,
The device or electronic equipment can integrate in any smart machine with network communicating function.As shown in Figure 1, adornment
Recommended method may comprise steps of:
S101, at least one head portrait characteristic information that active user is obtained under current angular.
In a specific embodiment of the present invention, electronic equipment can obtain at least one of active user under current angular
Head portrait characteristic information.Specifically, the available active user of electronic equipment at least one corresponding face figure under current angular
Picture；Then the face characteristic information of active user is determined at least one corresponding facial image of active user.For example, electronics
Equipment can take pictures to active user under current angular, obtain active user under current angular it is corresponding at least one
Human face photo；Then the face characteristic information of active user is determined at least one corresponding human face photo of active user.
S102, to carry out head portrait evaluation score value to active user according at least one head portrait characteristic information of active user pre-
It surveys, obtains head portrait of the active user under current angular and evaluate score value prediction result.
In a specific embodiment of the present invention, electronic equipment can be according at least one head portrait characteristic information of active user
Head portrait evaluation score value prediction is carried out to active user, obtains head portrait evaluation score value prediction knot of the active user under current angular
Fruit.In a specific embodiment of the present invention, head portrait evaluation score value indicates therefore the beautiful degree of a people can be commented with head portrait
Valence score value evaluates personage's appearance, and it is higher that head portrait evaluates score value, indicates that personage is more beautiful.Specifically, electronic equipment can be counted first
Calculate the corresponding head portrait characteristic value of each head portrait characteristic information of active user；Then according to the corresponding head of each head portrait characteristic information
As each head portrait characteristic information of the characteristic value to active user carries out element prediction；Further according to the element of each head portrait characteristic information
Prediction result carries out head portrait evaluation score value prediction to active user, obtains head portrait of the active user under current angular and evaluates score value
Prediction result.
S103, determine that active user is corresponding according to head portrait evaluation score value prediction result of the active user under current angular
At least one target head portrait adornment.
In a specific embodiment of the present invention, electronic equipment can be evaluated according to head portrait of the active user under current angular
Score value prediction result determines at least one corresponding target head portrait adornment of active user.Specifically, electronic equipment can calculate
Of head portrait evaluation score value prediction result and predetermined each target head portrait adornment of the active user under current angular
With degree, if head portrait evaluation score value prediction result and predetermined each target head portrait of the active user under current angular are worn
The matching degree of object is greater than matching degree threshold value, then each target head portrait adornment that will be greater than matching degree threshold value is determined as active user
Corresponding target head portrait adornment.
S104, at least one corresponding target head portrait adornment of active user is recommended into active user.
In a specific embodiment of the present invention, electronic equipment can wear at least one corresponding target head portrait of active user
It wears object and recommends active user.Specifically, electronic equipment can calculate each target head portrait adornment and corresponding current
The currently associated degree of hot spot adornment；If currently associated degree is greater than pre-set relevance threshold, electronic equipment can be incited somebody to action
At least one corresponding target head portrait adornment of active user recommends active user.
The adornment recommended method that the embodiment of the present invention proposes first obtains active user at least one under current angular
Head portrait characteristic information；It is pre- that head portrait evaluation score value is carried out to active user according at least one head portrait characteristic information of active user
It surveys, obtains head portrait of the active user under current angular and evaluate score value prediction result；According to active user under current angular
Head portrait evaluation score value prediction result determines at least one corresponding target head portrait adornment of active user；Finally by active user couple
At least one the target head portrait adornment answered recommends active user.That is, in the inventive solutions, Ke Yigen
Head portrait evaluation score value prediction is carried out to active user according at least one head portrait characteristic information of active user, active user is obtained and exists
Head portrait under current angular evaluates score value prediction result；Then the head portrait evaluation score value according to active user under current angular is pre-
It surveys result and determines at least one corresponding target head portrait adornment of active user.And in existing adornment recommended method, only
It can recommend adornment under a predetermined angle for user, adornment can not be recommended under a different angle for user.
Therefore, compared to the prior art, the adornment recommended method that the embodiment of the present invention proposes, can be user under a different angle
Recommend more suitable adornment, the convenience that user selects adornment not only can be improved, user can also be improved and select pendant
Wear the efficiency of object；Also, the technical solution realization of the embodiment of the present invention is simple and convenient, it is universal to be convenient for, and the scope of application is wider.
Embodiment two
Fig. 2 is the flow diagram of adornment recommended method provided by Embodiment 2 of the present invention.As shown in Fig. 2, adornment
Recommended method may comprise steps of:
S201, at least one head portrait characteristic information that active user is obtained under current angular.
In a specific embodiment of the present invention, electronic equipment can obtain at least one of active user under current angular
Head portrait characteristic information.Specifically, the available active user of electronic equipment at least one corresponding face figure under current angular
Picture；Then the face characteristic information of active user is determined at least one corresponding facial image of active user.For example, electronics
Equipment can take pictures to active user under current angular, obtain active user under current angular it is corresponding at least one
Human face photo；Then the face characteristic information of active user is determined at least one corresponding human face photo of active user.
S202, the corresponding head portrait characteristic value of each head portrait characteristic information for calculating active user.
In a specific embodiment of the present invention, each head portrait characteristic information that electronic equipment can calculate active user corresponds to
Head portrait characteristic value.Specifically, each head portrait characteristic information of active user can be input to predetermined by electronic equipment
In computation model, which can calculate the corresponding head portrait characteristic value of each head portrait characteristic information of active user.
S203, according to the corresponding head portrait characteristic value of each head portrait characteristic information to each head portrait characteristic information of active user
Carry out element prediction.
In a specific embodiment of the present invention, electronic equipment can be according to the corresponding head portrait feature of each head portrait characteristic information
It is worth and element prediction is carried out to each head portrait characteristic information of active user.Specifically, if the corresponding head of each head portrait characteristic information
Picture characteristic value is in any one object feature value section, then by the corresponding element in any one object feature value section with reference to knot
Fruit is determined as the element prediction result of each head portrait characteristic information；If the corresponding head portrait characteristic value of each head portrait characteristic information does not exist
In any one object feature value section, then predetermined element reference result is determined as wanting for each head portrait characteristic information
Plain prediction result.
S204, to carry out head portrait evaluation score value to active user according to the element prediction result of each head portrait characteristic information pre-
It surveys, obtains head portrait of the active user under current angular and evaluate score value prediction result.
In a specific embodiment of the present invention, electronic equipment can be according to the element prediction result of each head portrait characteristic information
Head portrait evaluation score value prediction is carried out to active user, obtains head portrait evaluation score value prediction knot of the active user under current angular
Fruit.In a specific embodiment of the present invention, head portrait evaluation score value indicates therefore the beautiful degree of a people can be commented with head portrait
Valence score value evaluates personage's appearance, and it is higher that head portrait evaluates score value, indicates that personage is more beautiful.Specifically, electronic equipment can be complete
Size as characteristic information element prediction result in obtain at least one element prediction result；According to predetermined each element
Whole element prediction results that the corresponding weighted value of prediction result will acquire are ranked up；The whole elements that will acquire again are pre-
The ranking results for surveying result are determined as the head portrait evaluation score value prediction result of active user.For example, electronic equipment can be in whole
M element prediction result is obtained in the element prediction result of head portrait characteristic information；It is respectively as follows: element prediction result 1, element prediction
As a result 2 ..., element prediction result M；Wherein, M is the natural number more than or equal to 1, then predicts to tie according to predetermined element
The corresponding weighted value 1 of fruit 1, the corresponding weighted value 2 of element prediction result 2 ..., the corresponding weighted value M of element prediction result M will obtain
The whole element prediction results got are ranked up；The ranking results for the whole element prediction results that will acquire again are determined as working as
The head portrait of preceding user evaluates score value prediction result.
S205, determine that active user is corresponding according to head portrait evaluation score value prediction result of the active user under current angular
At least one target head portrait adornment.
In a specific embodiment of the present invention, electronic equipment can be evaluated according to head portrait of the active user under current angular
Score value prediction result determines at least one corresponding target head portrait adornment of active user.Specifically, electronic equipment can calculate
Of head portrait evaluation score value prediction result and predetermined each target head portrait adornment of the active user under current angular
With degree, if head portrait evaluation score value prediction result and predetermined each target head portrait of the active user under current angular are worn
The matching degree of object is greater than matching degree threshold value, then each target head portrait adornment that will be greater than matching degree threshold value is determined as active user
Corresponding target head portrait adornment.
S206, at least one corresponding target head portrait adornment of active user is recommended into active user.
In a specific embodiment of the present invention, electronic equipment can wear at least one corresponding target head portrait of active user
It wears object and recommends active user.Specifically, electronic equipment can calculate each target head portrait adornment and corresponding current
The currently associated degree of hot spot adornment；If currently associated degree is greater than pre-set relevance threshold, electronic equipment can be incited somebody to action
At least one corresponding target head portrait adornment of active user recommends active user.
The adornment recommended method that the embodiment of the present invention proposes first obtains active user at least one under current angular
Head portrait characteristic information；It is pre- that head portrait evaluation score value is carried out to active user according at least one head portrait characteristic information of active user
It surveys, obtains head portrait of the active user under current angular and evaluate score value prediction result；According to active user under current angular
Head portrait evaluation score value prediction result determines at least one corresponding target head portrait adornment of active user；Finally by active user couple
At least one the target head portrait adornment answered recommends active user.That is, in the inventive solutions, Ke Yigen
Head portrait evaluation score value prediction is carried out to active user according at least one head portrait characteristic information of active user, active user is obtained and exists
Head portrait under current angular evaluates score value prediction result；Then the head portrait evaluation score value according to active user under current angular is pre-
It surveys result and determines at least one corresponding target head portrait adornment of active user.And in existing adornment recommended method, only
It can recommend adornment under a predetermined angle for user, adornment can not be recommended under a different angle for user.
Therefore, compared to the prior art, the adornment recommended method that the embodiment of the present invention proposes, can be user under a different angle
Recommend more suitable adornment, the convenience that user selects adornment not only can be improved, user can also be improved and select pendant
Wear the efficiency of object；Also, the technical solution realization of the embodiment of the present invention is simple and convenient, it is universal to be convenient for, and the scope of application is wider.
Embodiment three
Fig. 3 is the flow diagram for the adornment recommended method that the embodiment of the present invention three provides.As shown in figure 3, adornment
Recommended method may comprise steps of:
S301, at least one head portrait characteristic information that active user is obtained under current angular.
In a specific embodiment of the present invention, electronic equipment can obtain at least one of active user under current angular
Head portrait characteristic information.Specifically, the available active user of electronic equipment at least one corresponding face figure under current angular
Picture；Then the face characteristic information of active user is determined at least one corresponding facial image of active user.For example, electronics
Equipment can take pictures to active user under current angular, obtain active user under current angular it is corresponding at least one
Human face photo；Then the face characteristic information of active user is determined at least one corresponding human face photo of active user.
S302, the corresponding head portrait characteristic value of each head portrait characteristic information for calculating active user.
In a specific embodiment of the present invention, each head portrait characteristic information that electronic equipment can calculate active user corresponds to
Head portrait characteristic value.Specifically, each head portrait characteristic information of active user can be input to predetermined by electronic equipment
In computation model, which can calculate the corresponding head portrait characteristic value of each head portrait characteristic information of active user.
S303, according to the corresponding head portrait characteristic value of each head portrait characteristic information to each head portrait characteristic information of active user
Carry out element prediction.
In a specific embodiment of the present invention, electronic equipment can be according to the corresponding head portrait feature of each head portrait characteristic information
It is worth and element prediction is carried out to each head portrait characteristic information of active user.Specifically, if the corresponding head of each head portrait characteristic information
Picture characteristic value is in any one object feature value section, then by the corresponding element in any one object feature value section with reference to knot
Fruit is determined as the element prediction result of each head portrait characteristic information；If the corresponding head portrait characteristic value of each head portrait characteristic information does not exist
In any one object feature value section, then predetermined element reference result is determined as wanting for each head portrait characteristic information
Plain prediction result.
S304, to carry out head portrait evaluation score value to active user according to the element prediction result of each head portrait characteristic information pre-
It surveys, obtains head portrait of the active user under current angular and evaluate score value prediction result.
In a specific embodiment of the present invention, electronic equipment can be according to the element prediction result of each head portrait characteristic information
Head portrait evaluation score value prediction is carried out to active user, obtains head portrait evaluation score value prediction knot of the active user under current angular
Fruit.In a specific embodiment of the present invention, head portrait evaluation score value indicates therefore the beautiful degree of a people can be commented with head portrait
Valence score value evaluates personage's appearance, and it is higher that head portrait evaluates score value, indicates that personage is more beautiful.Specifically, electronic equipment can be complete
Size as characteristic information element prediction result in obtain at least one element prediction result；According to predetermined each element
Whole element prediction results that the corresponding weighted value of prediction result will acquire are ranked up；The whole elements that will acquire again are pre-
The ranking results for surveying result are determined as the head portrait evaluation score value prediction result of active user.For example, electronic equipment can be in whole
M element prediction result is obtained in the element prediction result of head portrait characteristic information；It is respectively as follows: element prediction result 1, element prediction
As a result 2 ..., element prediction result M；Wherein, M is the natural number more than or equal to 1, then predicts to tie according to predetermined element
The corresponding weighted value 1 of fruit 1, the corresponding weighted value 2 of element prediction result 2 ..., the corresponding weighted value M of element prediction result M will obtain
The whole element prediction results got are ranked up；The ranking results for the whole element prediction results that will acquire again are determined as working as
The head portrait of preceding user evaluates score value prediction result.
S305, determine that active user is corresponding according to head portrait evaluation score value prediction result of the active user under current angular
At least one target head portrait adornment.
In a specific embodiment of the present invention, electronic equipment can be evaluated according to head portrait of the active user under current angular
Score value prediction result determines at least one corresponding target head portrait adornment of active user.Specifically, electronic equipment can calculate
Of head portrait evaluation score value prediction result and predetermined each target head portrait adornment of the active user under current angular
With degree, if head portrait evaluation score value prediction result and predetermined each target head portrait of the active user under current angular are worn
The matching degree of object is greater than matching degree threshold value, then each target head portrait adornment that will be greater than matching degree threshold value is determined as active user
Corresponding target head portrait adornment.
S306, the currently associated degree for calculating each target head portrait adornment and corresponding current hotspot adornment.
In a specific embodiment of the present invention, electronic equipment can calculate each target head portrait adornment and corresponding
The currently associated degree of current hotspot adornment.Specifically, electronic equipment can be by the information input of each target head portrait adornment
Into predetermined computation model, then the computation model can determine each target head portrait adornment and corresponding
Then current hotspot adornment calculates the current of each target head portrait adornment and corresponding current hotspot adornment again
The degree of correlation.
If S307, it is currently associated degree be greater than pre-set relevance threshold, by active user it is corresponding at least one
Target head portrait adornment recommends active user.
In a specific embodiment of the present invention, if currently associated degree is greater than pre-set relevance threshold, electronics is set
It is standby at least one corresponding target head portrait adornment of active user to be recommended into active user；If it is currently associated degree be less than or
Person is equal to pre-set relevance threshold, then electronic equipment will not wear at least one corresponding target head portrait of active user
Object recommends active user.
The adornment recommended method that the embodiment of the present invention proposes first obtains active user at least one under current angular
Head portrait characteristic information；It is pre- that head portrait evaluation score value is carried out to active user according at least one head portrait characteristic information of active user
It surveys, obtains head portrait of the active user under current angular and evaluate score value prediction result；According to active user under current angular
Head portrait evaluation score value prediction result determines at least one corresponding target head portrait adornment of active user；Finally by active user couple
At least one the target head portrait adornment answered recommends active user.That is, in the inventive solutions, Ke Yigen
Head portrait evaluation score value prediction is carried out to active user according at least one head portrait characteristic information of active user, active user is obtained and exists
Head portrait under current angular evaluates score value prediction result；Then the head portrait evaluation score value according to active user under current angular is pre-
It surveys result and determines at least one corresponding target head portrait adornment of active user.And in existing adornment recommended method, only
It can recommend adornment under a predetermined angle for user, adornment can not be recommended under a different angle for user.
Therefore, compared to the prior art, the adornment recommended method that the embodiment of the present invention proposes, can be user under a different angle
Recommend more suitable adornment, the convenience that user selects adornment not only can be improved, user can also be improved and select pendant
Wear the efficiency of object；Also, the technical solution realization of the embodiment of the present invention is simple and convenient, it is universal to be convenient for, and the scope of application is wider.
Example IV
Fig. 4 is the first structure diagram for the adornment recommendation apparatus that the embodiment of the present invention four provides.As shown in figure 4, this
Adornment recommendation apparatus described in inventive embodiments may include: to obtain module 401, prediction module 402,403 and of determining module
Recommending module 404；Wherein,
The acquisition module 401, for obtaining at least one head portrait characteristic information of active user under current angular；
The prediction module 402, at least one head portrait characteristic information according to the active user to described current
User carries out head portrait evaluation score value prediction, obtains head portrait evaluation score value prediction knot of the active user under the current angular
Fruit；
The determining module 403, for pre- according to head portrait evaluation score value of the active user under the current angular
It surveys result and determines at least one corresponding target head portrait adornment of the active user；
The recommending module 404, for recommending at least one corresponding target head portrait adornment of the active user
The active user.
Fig. 5 is the second structural schematic diagram of the adornment recommendation apparatus that the embodiment of the present invention four provides.As shown in figure 5, institute
Stating prediction module 402 includes: computational submodule 4021 and prediction submodule 4022；Wherein,
The computational submodule 4021, the corresponding head portrait of each head portrait characteristic information for calculating the active user are special
Value indicative；
The prediction submodule 4022 is used for according to the corresponding head portrait characteristic value of each head portrait characteristic information to described current
Each head portrait characteristic information of user carries out element prediction；Worked as according to the element prediction result of each head portrait characteristic information to described
Preceding user carries out head portrait evaluation score value prediction, obtains head portrait evaluation score value prediction of the active user under the current angular
As a result.
Further, the prediction submodule 4022, if being specifically used for the corresponding head portrait feature of each head portrait characteristic information
Value, then will the corresponding element reference result in any one described object feature value section in any one object feature value section
It is determined as the element prediction result of each head portrait characteristic information；If the corresponding head portrait characteristic value of each head portrait characteristic information is not in office
It anticipates in an object feature value section, then predetermined element reference result is determined as to the element of each head portrait characteristic information
Prediction result.
Further, the prediction submodule 4022, specifically for the element prediction result in whole head portrait characteristic informations
Middle at least one element prediction result of acquisition；It will acquire according to the corresponding weighted value of predetermined each element prediction result
Whole element prediction results be ranked up；The ranking results for the whole element prediction results that will acquire are determined as active user
Head portrait evaluate score value prediction result.
Further, the recommending module 404, specifically for calculating each target head portrait adornment and corresponding working as
The currently associated degree of preceding hot spot adornment；If the currently associated degree is greater than pre-set relevance threshold, work as by described in
At least one corresponding target head portrait adornment of preceding user recommends the active user.
Method provided by any embodiment of the invention can be performed in above-mentioned adornment recommendation apparatus, and it is corresponding to have execution method
Functional module and beneficial effect.The not technical detail of detailed description in the present embodiment, reference can be made to any embodiment of that present invention
The adornment recommended method of offer.
Embodiment five
Fig. 6 is the structural schematic diagram for the electronic equipment that the embodiment of the present invention five provides.Fig. 6, which is shown, to be suitable for being used to realizing this
The block diagram of the example electronic device of invention embodiment.The electronic equipment 12 that Fig. 6 is shown is only an example, should not be to this
The function and use scope of inventive embodiments bring any restrictions.
As shown in fig. 6, electronic equipment 12 is showed in the form of universal computing device.The component of electronic equipment 12 may include
But be not limited to: one or more processor or processing unit 16, system storage 28, connect different system components (including
System storage 28 and processing unit 16) bus 18.
Bus 18 indicates one of a few class bus structures or a variety of, including memory bus or Memory Controller,
Peripheral bus, graphics acceleration port, processor or the local bus using any bus structures in a variety of bus structures.It lifts
For example, these architectures include but is not limited to industry standard architecture (ISA) bus, microchannel architecture (MAC)
Bus, enhanced isa bus, Video Electronics Standards Association (VESA) local bus and peripheral component interconnection (PCI) bus.
Electronic equipment 12 typically comprises a variety of computer system readable media.These media can be it is any can be electric
The usable medium that sub- equipment 12 accesses, including volatile and non-volatile media, moveable and immovable medium.
System storage 28 may include the computer system readable media of form of volatile memory, such as arbitrary access
Memory (RAM) 30 and/or cache memory 32.Electronic equipment 12 may further include other removable/not removable
Dynamic, volatile/non-volatile computer system storage medium.Only as an example, storage system 34 can be used for read and write can not
Mobile, non-volatile magnetic media (Fig. 6 do not show, commonly referred to as " hard disk drive ").Although being not shown in Fig. 6, Ke Yiti
For the disc driver for being read and write to removable non-volatile magnetic disk (such as " floppy disk "), and to moving non-volatile light
The CD drive of disk (such as CD-ROM, DVD-ROM or other optical mediums) read-write.In these cases, each driver
It can be connected by one or more data media interfaces with bus 18.Memory 28 may include that at least one program produces
Product, the program product have one group of (for example, at least one) program module, these program modules are configured to perform of the invention each
The function of embodiment.
Program/utility 40 with one group of (at least one) program module 42 can store in such as memory 28
In, such program module 42 include but is not limited to operating system, one or more application program, other program modules and
It may include the realization of network environment in program data, each of these examples or certain combination.Program module 42 is usual
Execute the function and/or method in embodiment described in the invention.
Electronic equipment 12 can also be with one or more external equipments 14 (such as keyboard, sensing equipment, display 24 etc.)
Communication, can also be enabled a user to one or more equipment interact with the electronic equipment 12 communicate, and/or with make the electricity
Any equipment (such as network interface card, modem etc.) that sub- equipment 12 can be communicated with one or more of the other calculating equipment
Communication.This communication can be carried out by input/output (I/O) interface 22.Also, electronic equipment 12 can also be suitable by network
Orchestration 20 and one or more network (such as local area network (LAN), wide area network (WAN) and/or public network, such as internet)
Communication.As shown, network adapter 20 is communicated by bus 18 with other modules of electronic equipment 12.Although should be understood that
It is not shown in the figure, other hardware and/or software module can be used in conjunction with electronic equipment 12, including but not limited to: microcode is set
Standby driver, redundant processing unit, external disk drive array, RAID system, tape drive and data backup storage system
System etc..
Processing unit 16 by the program that is stored in system storage 28 of operation, thereby executing various function application and
Data processing, such as realize adornment recommended method provided by the embodiment of the present invention.
Embodiment six
The embodiment of the present invention six provides a kind of computer storage medium.
The computer readable storage medium of the embodiment of the present invention, can be using one or more computer-readable media
Any combination.Computer-readable medium can be computer-readable signal media or computer readable storage medium.Computer
Readable storage medium storing program for executing for example may be-but not limited to-the system of electricity, magnetic, optical, electromagnetic, infrared ray or semiconductor, dress
It sets or device, or any above combination.The more specific example (non exhaustive list) of computer readable storage medium wraps
It includes: there is the electrical connection of one or more conducting wires, portable computer diskette, hard disk, random access memory (RAM), read-only
Memory (ROM), erasable programmable read only memory (EPROM or flash memory), optical fiber, portable compact disc read-only memory
(CD-ROM), light storage device, magnetic memory device or above-mentioned any appropriate combination.In this document, computer-readable
Storage medium can be it is any include or storage program tangible medium, the program can be commanded execution system, device or
Device use or in connection.
Computer-readable signal media may include in a base band or as carrier wave a part propagate data-signal,
Wherein carry computer-readable program code.The data-signal of this propagation can take various forms, including but unlimited
In electromagnetic signal, optical signal or above-mentioned any appropriate combination.Computer-readable signal media can also be that computer can
Any computer-readable medium other than storage medium is read, which can send, propagates or transmit and be used for
By the use of instruction execution system, device or device or program in connection.
The program code for including on computer-readable medium can transmit with any suitable medium, including --- but it is unlimited
In wireless, electric wire, optical cable, RF etc. or above-mentioned any appropriate combination.
The computer for executing operation of the present invention can be write with one or more programming languages or combinations thereof
Program code, described program design language include object oriented program language-such as Java, Smalltalk, C++,
It further include conventional procedural programming language-such as " C " language or similar programming language.Program code can be with
It fully executes, partly execute on the user computer on the user computer, being executed as an independent software package, portion
Divide and partially executes or executed on a remote computer or server completely on the remote computer on the user computer.?
Be related in the situation of remote computer, remote computer can pass through the network of any kind --- including local area network (LAN) or
Wide area network (WAN)-be connected to subscriber computer, or, it may be connected to outer computer (such as mentioned using Internet service
It is connected for quotient by internet).
Note that the above is only a better embodiment of the present invention and the applied technical principle.It will be appreciated by those skilled in the art that
The invention is not limited to the specific embodiments described herein, be able to carry out for a person skilled in the art it is various it is apparent variation,
It readjusts and substitutes without departing from protection scope of the present invention.Therefore, although being carried out by above embodiments to the present invention
It is described in further detail, but the present invention is not limited to the above embodiments only, without departing from the inventive concept, also
It may include more other equivalent embodiments, and the scope of the invention is determined by the scope of the appended claims.
Claims (12)
1. a kind of adornment recommended method, which is characterized in that the described method includes:
At least one head portrait characteristic information of active user is obtained under current angular；
Head portrait evaluation score value prediction is carried out to the active user according at least one head portrait characteristic information of the active user,
Obtain head portrait evaluation score value prediction result of the active user under the current angular；
The active user couple is determined according to head portrait evaluation score value prediction result of the active user under the current angular
At least one the target head portrait adornment answered；
At least one corresponding target head portrait adornment of the active user is recommended into the active user.
2. the method according to claim 1, wherein described at least one head portrait according to the active user is special
Reference breath carries out head portrait evaluation score value prediction to the active user, obtains head of the active user under the current angular
As evaluation score value prediction result, comprising:
Calculate the corresponding head portrait characteristic value of each head portrait characteristic information of the active user；
It is carried out according to each head portrait characteristic information of the corresponding head portrait characteristic value of each head portrait characteristic information to the active user
Element prediction；
Head portrait evaluation score value prediction is carried out to the active user according to the element prediction result of each head portrait characteristic information, is obtained
Head portrait of the active user under the current angular evaluates score value prediction result.
3. according to the method described in claim 2, it is characterized in that, described special according to the corresponding head portrait of each head portrait characteristic information
Value indicative carries out element prediction to each head portrait characteristic information of the active user, comprising:
If the corresponding head portrait characteristic value of each head portrait characteristic information, will be described any in any one object feature value section
The corresponding element reference result in one object feature value section is determined as the element prediction result of each head portrait characteristic information；
If the corresponding head portrait characteristic value of each head portrait characteristic information, will be true in advance not in any one object feature value section
Fixed element reference result is determined as the element prediction result of each head portrait characteristic information.
4. according to the method described in claim 3, it is characterized in that, described predict to tie according to the element of each head portrait characteristic information
Fruit carries out head portrait evaluation score value prediction to the active user, obtains head portrait of the active user under the current angular and comments
Valence score value prediction result, comprising:
At least one element prediction result is obtained in the element prediction result of whole head portrait characteristic informations；
It is carried out according to whole element prediction results that the corresponding weighted value of predetermined each element prediction result will acquire
Sequence；
The ranking results for the whole element prediction results that will acquire are determined as the head portrait evaluation score value prediction result of active user.
5. method according to claim 1, which is characterized in that described by least one corresponding target head of the active user
As adornment recommends the active user, comprising:
Calculate the currently associated degree of each target head portrait adornment and corresponding current hotspot adornment；
If the currently associated degree is greater than pre-set relevance threshold, by least one corresponding mesh of the active user
Header recommends the active user as adornment.
6. a kind of adornment recommendation apparatus, which is characterized in that side's device includes: to obtain module, prediction module, determining module
And recommending module；Wherein,
The acquisition module, for obtaining at least one head portrait characteristic information of active user under current angular；
The prediction module, for being carried out according at least one head portrait characteristic information of the active user to the active user
Head portrait evaluates score value prediction, obtains head portrait evaluation score value prediction result of the active user under the current angular；
The determining module, for true according to head portrait evaluation score value prediction result of the active user under the current angular
Fixed at least one corresponding target head portrait adornment of the active user；
The recommending module, it is described current for recommending at least one corresponding target head portrait adornment of the active user
User.
7. device according to claim 6, which is characterized in that the prediction module includes: computational submodule and prediction
Module；Wherein,
The computational submodule, for calculating the corresponding head portrait characteristic value of each head portrait characteristic information of the active user；
The prediction submodule, for according to the corresponding head portrait characteristic value of each head portrait characteristic information to each of the active user
A head portrait characteristic information carries out element prediction；According to the element prediction result of each head portrait characteristic information to the active user into
Wardrobe picture evaluates score value prediction, obtains head portrait evaluation score value prediction result of the active user under the current angular.
8. device according to claim 7, it is characterised in that:
The prediction submodule, if being specifically used for the corresponding head portrait characteristic value of each head portrait characteristic information in any one target spy
In value indicative section, then the corresponding element reference result in any one described object feature value section is determined as each head portrait feature
The element prediction result of information；If the corresponding head portrait characteristic value of each head portrait characteristic information is not or not any one object feature value area
In, then predetermined element reference result is determined as to the element prediction result of each head portrait characteristic information.
9. device according to claim 8, it is characterised in that:
The prediction submodule, specifically for obtaining at least one element in the element prediction result of whole head portrait characteristic informations
Prediction result；The whole element prediction results that will acquire according to the corresponding weighted value of predetermined each element prediction result
It is ranked up；The ranking results for the whole element prediction results that will acquire are determined as the head portrait evaluation score value prediction of active user
As a result.
10. device according to claim 6, it is characterised in that:
The recommending module, specifically for calculating working as each target head portrait adornment and corresponding current hotspot adornment
The preceding degree of correlation；If the currently associated degree is greater than pre-set relevance threshold, and the active user is corresponding at least
One target head portrait adornment recommends the active user.
11. a kind of electronic equipment characterized by comprising
One or more processors；
Memory, for storing one or more programs,
When one or more of programs are executed by one or more of processors, so that one or more of processors are real
The now adornment recommended method as described in any one of claims 1 to 5.
12. a kind of storage medium, is stored thereon with computer program, which is characterized in that the realization when program is executed by processor
Adornment recommended method as described in any one of claims 1 to 5.
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| CN111932353A (en) * | 2020-10-12 | 2020-11-13 | 歌尔光学科技有限公司 | Clothing recommendation method and device, AR glasses and storage medium |
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