CN107729361A - It is automatically synthesized picture method for pushing, device and storage medium - Google Patents
It is automatically synthesized picture method for pushing, device and storage medium Download PDFInfo
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- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
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- G—PHYSICS
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- 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]
- G06Q30/0623—Item investigation
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- 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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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
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Abstract
The invention discloses one kind to be automatically synthesized picture method for pushing, device and storage medium, and methods described includes：The access picture request that user equipment is sent is obtained, picture attribute to be visited is extracted from the access picture request, picture materials to be synthesized is chosen from picture materials storehouse according to the picture attribute to be visited；Multiple picture composition rules are chosen from composition rule set according to the picture attribute to be visited, call default marking rule to score each picture composition rule of selection respectively, choose appraisal result mid-score highest picture composition rule as default synthesising picture rule；The picture materials to be synthesized are synthesized according to the default synthesising picture rule, and the picture after synthesis is pushed into the user equipment.The present invention is automatically synthesized by default composition rule to the picture materials to be synthesized, so as to replace manual operation by machine learning, is cut operating costs.
Description
Technical field
The present invention relates to field of computer technology, more particularly to one kind to be automatically synthesized picture method for pushing, device and storage
Medium.
Background technology
With flourishing for internet shopping, people are increasing to the demand of product picture, the requirement to picture
More and more higher.
At present, a large amount of pictures of electric business company are all to go to design by designer, then are uploaded manually by commercial operation personnel
To system and manual examination and verification picture.Such operating process expends substantial amounts of human resources, the operation not brought to picture but
Effect does experience precipitation and data analysis.The not corresponding technical scheme blended for design with technology in industry.
The content of the invention
It is a primary object of the present invention to propose that one kind is automatically synthesized picture method for pushing, device and storage medium, it is intended to
Solve in the prior art due to by manually carrying out picture processing, the higher technical problem of operation cost.
To achieve the above object, the present invention provides one kind and is automatically synthesized picture method for pushing, described to be automatically synthesized picture side
Method comprises the following steps：
The access picture request that user equipment is sent is obtained, picture category to be visited is extracted from the access picture request
Property, picture materials to be synthesized are chosen from picture materials storehouse according to the picture attribute to be visited；
Multiple picture composition rules are chosen from composition rule set according to the picture attribute to be visited, call default beat
Divider then scores each picture composition rule of selection respectively, chooses appraisal result mid-score highest picture composition rule
As default synthesising picture rule；
The picture materials to be synthesized are synthesized according to the default synthesising picture rule, and by the picture after synthesis
Push to the user equipment.
Preferably, the access picture request for obtaining user equipment and sending, extracts from the access picture request and treats
Picture attribute is accessed, picture materials step to be synthesized is chosen from picture materials storehouse according to the picture attribute to be visited and specifically wrapped
Include：
The access picture request that user equipment is sent is obtained, picture category to be visited is extracted from the access picture request
Property；
According to the picture attribute to be visited, the identification information of picture materials to be synthesized is obtained, according to the identification information
Picture materials to be synthesized are filtered out from the picture materials storehouse.
Preferably, it is described according to the picture attribute to be visited, the identification information of picture materials to be synthesized is obtained, according to institute
State before identification information filters out picture materials step to be synthesized from the picture materials storehouse, it is described to be automatically synthesized picture push
Method includes：
Picture materials are obtained, extract the picture attribute of the picture materials, according to the picture attribute to picture element
Material sets identification information, and the picture materials for setting identification information are stored into picture materials storehouse.
Preferably, the acquisition picture materials, the picture attribute of the picture materials is extracted, according to the picture attribute pair
The picture materials set identification information, and it is specific that the picture materials for setting identification information are stored into picture materials storehouse into step
Including：
The kind and classification of the picture materials are obtained, the picture category according to the kind and classification to described image material
Property divided, according to the picture attribute after division to the picture materials set corresponding to identification information, and by set identify
The picture materials of information are stored into picture materials storehouse.
Preferably, the acquisition picture materials, the picture attribute of the picture materials is extracted, according to the picture attribute pair
The picture materials set identification information, and by the picture materials that identification information is set store into picture materials storehouse step it
Afterwards, the picture method for pushing that is automatically synthesized includes：
Obtain user equipment and access data to the first of the picture materials, access data according to described first, count institute
The visitation frequency of picture materials is stated, and shows the visitation frequency.
Preferably, the picture composition rule includes picture/mb-type, layer position, the size of figure layer, the superior and the subordinate of figure layer
At least one of relation and figure layer colour system.
Preferably, it is described that the picture materials to be synthesized are synthesized according to the default synthesising picture rule, and will
Picture after synthesis is pushed to after the user equipment step, and the picture method for pushing that is automatically synthesized includes：
Obtain user equipment and access data to second of the picture after the synthesis, data are accessed to institute according to described second
State the picture after synthesis to be given a mark, the picture materials to be synthesized and picture synthesis rule are updated according to marking result
Then.
Preferably, the user equipment that obtains accesses data to second of the picture after the synthesis, according to described second
Access data to give a mark to the picture after the synthesis, the picture materials to be synthesized and described are updated according to marking result
After picture composition rule step, the picture method for pushing that is automatically synthesized includes：
The marking result of the picture after the synthesis is obtained, according to the marking result generation data drawing list.
In addition, to achieve the above object, the present invention also proposes that one kind is automatically synthesized picture pusher, described to be automatically synthesized
Picture pusher includes：Memory, processor and oneself that is stored on the memory and can run on the processor
Dynamic synthesising picture push products, it is described be automatically synthesized picture push products be arranged for carrying out as described above be automatically synthesized picture
The step of method for pushing.
In addition, to achieve the above object, the present invention also proposes a kind of storage medium, it is stored with the storage medium automatic
Synthesising picture push products, it is described be automatically synthesized realized when picture push products is executed by processor as described above from dynamic circuit connector
The step of into picture method for pushing.
The present invention is scored picture composition rule by default marking rule, is chosen appraisal result highest picture and is closed
The picture materials to be synthesized are automatically synthesized into rule, so as to replace manual operation by machine learning, reduce operation
Cost.
Brief description of the drawings
Fig. 1 is the picture synthesis server structural representation for the hardware running environment that scheme of the embodiment of the present invention is related to；
Fig. 2 is the schematic flow sheet that the present invention is automatically synthesized picture method for pushing first embodiment；
Fig. 3 is that picture materials are reached the standard grade schematic flow sheet in picture materials storehouse；
Fig. 4 is that picture materials carry out synthesis flow schematic diagram according to picture composition rule；
Fig. 5 is the schematic flow sheet that the present invention is automatically synthesized picture method for pushing second embodiment；
Fig. 6 is the schematic flow sheet that the present invention is automatically synthesized picture method for pushing 3rd embodiment；
Fig. 7 is the schematic flow sheet that the present invention is automatically synthesized picture method for pushing fourth embodiment；
Fig. 8 is the schematic flow sheet that the present invention is automatically synthesized the embodiment of picture method for pushing the 5th；
Fig. 9 is the schematic flow sheet that the present invention is automatically synthesized picture method for pushing sixth embodiment；
Figure 10 is the schematic flow sheet that the present invention is automatically synthesized the embodiment of picture method for pushing the 7th.
The realization, functional characteristics and advantage of the object of the invention will be described further referring to the drawings in conjunction with the embodiments.
Embodiment
It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, it is not intended to limit the present invention.
Reference picture 1, Fig. 1 are the structure of the picture synthesis server for the hardware running environment that scheme of the embodiment of the present invention is related to
Schematic diagram.
As shown in figure 1, the picture synthesis server can include：Processor 1001, such as CPU, communication bus 1002,
Administrator interface 1003, network interface 1004, memory 1005.Wherein, communication bus 1002 is used to realize between these components
Connection communication.Administrator interface 1003 can include display screen (Display), input block such as keyboard (Keyboard),
Optional administrator interface 1003 can also include wireline interface, the wave point of standard.Network interface 1004 can optionally wrap
Include wireline interface, the wave point (such as WIFI interface) of standard.Memory 1005 can be high-speed RAM memory or
Stable memory (non-volatile memory), such as magnetic disk storage.Memory 1005 optionally can also be independent
In the storage device of aforementioned processor 1001.
Picture is closed it will be understood by those skilled in the art that the picture synthesis server structure shown in Fig. 1 is not formed
Into the restriction of server, it can include than illustrating more or less parts, either combine some parts or different parts
Arrangement.
As shown in figure 1, as in a kind of memory 1005 of storage medium can include operating system, network service mould
Block, administrator interface module and it is automatically synthesized picture push products.
In the picture synthesis server shown in Fig. 1, network interface 1004 is mainly used in connecting user terminal, whole with user
Hold into row data communication；Administrator interface 1003 is mainly used in connection management person's terminal, enters row data communication with terminal；The present invention
Processor 1001, memory 1005 in picture synthesis server, which can be arranged on, to be automatically synthesized in picture pusher, described
Be automatically synthesized picture pusher calls what is stored in memory 1005 to be automatically synthesized picture push products by processor 1001,
And perform following operate：
The access picture request that user equipment is sent is obtained, picture category to be visited is extracted from the access picture request
Property, picture materials to be synthesized are chosen from picture materials storehouse according to the picture attribute to be visited；
Multiple picture composition rules are chosen from composition rule set according to the picture attribute to be visited, call default beat
Divider then scores each picture composition rule of selection respectively, chooses appraisal result mid-score highest picture composition rule
As default synthesising picture rule；
The picture materials to be synthesized are synthesized according to the default synthesising picture rule, and by the picture after synthesis
Push to the user equipment.
Further, processor 1001 can call what is stored in memory 1005 to be automatically synthesized picture push products, also
Perform following operate：
The access picture request that user equipment is sent is obtained, picture category to be visited is extracted from the access picture request
Property；
According to the picture attribute to be visited, the identification information of picture materials to be synthesized is obtained, according to the identification information
Picture materials to be synthesized are filtered out from the picture materials storehouse.
Further, processor 1001 can call what is stored in memory 1005 to be automatically synthesized picture push products, also
Perform following operate：
Picture materials are obtained, extract the picture attribute of the picture materials, according to the picture attribute to picture element
Material sets identification information, and the picture materials for setting identification information are stored into picture materials storehouse.
Further, processor 1001 can call what is stored in memory 1005 to be automatically synthesized picture push products, also
Perform following operate：
The kind and classification of the picture materials are obtained, the picture category according to the kind and classification to described image material
Property divided, according to the picture attribute after division to the picture materials set corresponding to identification information, and by set identify
The picture materials of information are stored into picture materials storehouse.
Further, processor 1001 can call what is stored in memory 1005 to be automatically synthesized picture push products, also
Perform following operate：
Obtain user equipment and access data to the first of the picture materials, access data according to described first, count institute
The visitation frequency of picture materials is stated, and shows the visitation frequency.
Further, processor 1001 can call what is stored in memory 1005 to be automatically synthesized picture push products, also
Perform following operate：
Obtain user equipment and access data to second of the picture after the synthesis, data are accessed to institute according to described second
State the picture after synthesis to be given a mark, the picture materials to be synthesized and picture synthesis rule are updated according to marking result
Then.
Further, processor 1001 can call what is stored in memory 1005 to be automatically synthesized picture push products, also
Perform following operate：
The marking result of the picture after the synthesis is obtained, according to the marking result generation data drawing list.
The present embodiment scores picture composition rule default marking rule by such scheme, chooses scoring knot
Fruit highest picture composition rule is automatically synthesized to the picture materials to be synthesized, artificial so as to be replaced by machine learning
Operation, cuts operating costs.
Based on above-mentioned hardware configuration, propose that the present invention is automatically synthesized picture method for pushing embodiment.
Reference picture 2, Fig. 2 are the schematic flow sheet that the present invention is automatically synthesized picture method for pushing first embodiment.
In the first embodiment, the picture method for pushing that is automatically synthesized comprises the following steps：
Step S10, the access picture request that user equipment is sent is obtained, is extracted from the access picture request to be visited
Picture attribute, picture materials to be synthesized are chosen from picture materials storehouse according to the picture attribute to be visited；
The user equipment can be notebook computer, and the mobile terminal such as smart mobile phone or IPAD, it can be also other that can also be
The user equipment of same or similar function can be achieved, this is not restricted.
The access picture request can be the keyword inputted by site search frame, or default by clicking on
Keyword inquired about, can also be that other can realize the mode of same or similar function, this is not restricted.
The picture attribute to be visited includes the kind and species of user's picture to be visited, for example, user passes through notes
This computer to access shopping website, women's dress, and the Women's dress brand of user's selection are inputted in user's search column, user is obtained and passes through
The request for the access women's dress picture that user equipment is sent, women's dress figure to be visited is extracted from the request of the access women's dress picture
The brand of piece.
Picture materials to be synthesized are chosen from picture materials storehouse according to the picture attribute to be visited, i.e., according to female to be visited
The brand of dress picture chooses the women's dress picture related to the brand from picture materials storehouse.
It should be noted that picture materials storehouse can be to be stored in substantial amounts of picture materials in picture generated data storehouse, pass through
Server receive access picture request, according to it is described access picture request call database, and from the database obtain with
The picture materials to be synthesized of the picture attribute matching to be visited.
It is appreciated that picture materials storehouse has different species according to business scenario, such as brand logo, Background, appoint
Business and poster etc..
For the ease of searching material, therefore, it is necessary to pre-establish material database, reference picture 3, in the present embodiment, can refer to
Lower specific steps establish material database：
User is by logging in picture materials storehouse entrance, and in the case of can not be for figure for business scenario, designer be alone
Picture materials are made, and the picture materials are stored in picture materials storehouse progress picture materials and reached the standard grade；Picture materials are being provided
In the case of first draft, examination ＆ verification list is obtained, according to the examination ＆ verification list, audits picture, if examination ＆ verification is not by that can pass through two kinds
Mode is handled, and a kind of mode is to reject examination ＆ verification, fills in suggestion for revision, is receiving being modified according to audit opinion for other side
Continue to audit after picture materials afterwards；Another way is user by voluntarily changing picture materials first draft, and will modification
Picture materials afterwards are stored in picture materials storehouse and carry out picture materials and reach the standard grade.
Step S20, multiple picture composition rules are chosen from composition rule set according to the picture attribute to be visited, adjusted
Each picture composition rule of selection is scored respectively with default marking rule, chooses appraisal result mid-score highest picture
Composition rule is as default synthesising picture rule；
It should be noted that the picture composition rule includes picture/mb-type, layer position, the size of figure layer, figure layer
At least one of relationship between superior and subordinate and figure layer colour system.
The picture/mb-type can be the format convention of picture, such as require that picture/mb-type is JPEG (Joint
Photographic Experts Group Joint Photographic Experts Groups), by lossy compression method mode remove redundancy image and
Color data, abundant lively image can be showed while obtaining high compression ratio, so as to which the disk space for taking less obtains
To preferable picture quality.It can also be GIF (Graphics Interchange Format GIF(Graphic Interchange format)s), figure can be achieved
Piece animation is shown, so as to improve Consumer's Experience.
The relationship between superior and subordinate of the layer position, the size of figure layer and figure layer, synthesising picture is treated by the rule
Material is handled, and so as to realize the process of refinement for treating synthesising picture material, makes picture materials to be synthesized more professional, and
Can meet the needs of various crowds, improve Consumer's Experience.
The figure layer colour system is default picture composition rule, is treated by figure layer colour system at synthesising picture material
Reason, so as to enrich the color of the picture materials to be synthesized, for example, user accesses the access request of " women's dress black ", for black
The attribute of the picture to be visited of color, it can filter out and be handled with black for the figure layer of same colour system, can also more can structure with black
Color into visual impact is arranged in pairs or groups, so as to improve the diversity of picture materials to be synthesized.
The picture composition rule set be by pre-setting and being stored in a large amount of composition rule set in database,
The picture composition rule can be to be artificially generated rule by two kinds of generation methods, one kind, by specialty operation personnel according to
Design experience and passing business experience formulate different picture composition rule for different crowds, and another kind is automatically generated
Rule, when the picture composition rule reaches certain amount, the picture composition rule is scored by machine learning,
Then proceed to generate fraction highest rule, and the fraction highest picture composition rule is synthesized as default picture and advised
Then.
It is understood that default marking rule is designed marking rule in scoring system.
The scoring system is that each business scenario configures different formula of score, for the picture marking synthesized every time, is gone back
Can be that picture composition rule is scored.
Step S30, the picture materials to be synthesized are synthesized according to the default synthesising picture rule, and will synthesis
Picture afterwards pushes to the user equipment.
For ease of improving picture combined coefficient, artificial progress picture synthetic operation is replaced by machine, as shown in figure 4, bag
Following steps S1 to S14 is included, picture synthesis processing is carried out by machine, so as to improve the accuracy of picture synthesis.
S1：Task processing starts；
S2：Obtain the affiliated category of picture materials；
If failure is obtained, into step S3：Recording exceptional is shown, and continues next picture materials synthesis processing, and
Return to S1 steps；
S4：Obtain the affiliated brand of picture materials；
If obtaining failure, into step S3, and S1 steps are returned to；
S5：Obtain template style, category, brand and crowd and choose the first figure layer material；
If obtaining failure, into step S3, and S1 steps are returned to；
S6：Last layer figure layer material is chosen according to category, brand and brand；
If obtaining failure, into step S3, and S1 steps are returned to；
S7：Continued to screen picture materials according to template chromatograph, colour system；
If obtaining picture materials failure, return to step S5, and change first layer figure layer material colour system；Continue to attempt to obtain
Take, if obtaining picture materials failure for second, into step S3, and return to S1 steps；
S8：Continued to screen picture materials according to time order and function and material renewal time；
S9：Assembly is started according to template, base map and component material；
S10：Whether have between detection material overlapping；
S11：If overlapping, then covering treatment is carried out according to the hierarchical relationship of inter-module；
S12：If without overlapping situation, check whether material synthesizes and finish；
S13：If synthesis finishes, four big crowd's picture materials are synthesized；
S14：Synthesis finishes, then by picture materials uploading pictures material database；Finished if do not synthesized, return to step S5.
It should be noted that when carrying out picture synthesis, picture synthesis device is according to instruction, it is possible to specify aggregate velocity,
Machine can reasonably enter number of passes according to the Speed allotment required for task size and user, finally using picture composition rule and
The picture materials synthesis Target Photo of respective attributes.
From the foregoing, it will be observed that synthesis flow may include：Obtain business scenario attribute, picture conjunction is obtained from synthesising picture regular collection
Picture materials are obtained into rule, preferentially from picture materials storehouse, picture materials is assembled and is pushed to application scenarios.Wherein, business is obtained
Industry scene properties, can be according to different business scenarios, the service attribute of acquisition Current commercial scene, such as current application scene
Demand be one pictures material of synthesis, obtain the picture attributes of picture materials, such as：Sport footwear or brand etc..
Further to improve the diversity of picture synthesis, so as to adapt to the demand of many people, picture synthesis set is established,
Can be according to the marking result and business scenario attribute of scoring system, from picture composition rule set by the set of picture composition rule
The most suitable picture composition rule of current application scene demand is selected, is assembled from picture materials storehouse and obtained according to picture composition rule
The picture materials got, then synthetic picture is pushed to the application scenarios of each demand.
The present embodiment scores picture composition rule default marking rule by such scheme, chooses scoring knot
Fruit highest picture composition rule is automatically synthesized to the picture materials to be synthesized, artificial so as to be replaced by machine learning
Operation, cuts operating costs.
Further, as shown in figure 5, proposing that the present invention is automatically synthesized picture method for pushing second in fact based on first embodiment
Example is applied, in the present embodiment, the step S10 is specifically included：
Step S101, the access picture request that user equipment is sent is obtained, is extracted from the access picture request and waits to visit
Ask picture attribute；
Step S102, according to the picture attribute to be visited, the identification information of picture materials to be synthesized is obtained, according to described
Identification information filters out picture materials to be synthesized from the picture materials storehouse.
It should be noted that before picture materials are stored in picture materials storehouse, each picture materials are marked with mark
Information, according to the identification information, picture materials to be synthesized can be quickly found, so as to improve the response time of picture screening.
The identification information can reflect the attribute of picture materials, can be quickly from picture materials storehouse according to the identification information
Filter out picture materials to be synthesized.Such as a women's dress picture materials, by obtaining the attribute of women's dress picture materials, i.e. picture element
The women's dress picture shown in material, the identification information of women's dress on mark.
It is understood that the identification information can also be in the form of a label that the form of other marks is marked,
This is not restricted for the present embodiment.The label can be also the form of multistage label, such as one-level label：Women's dress jacket；Two level
Label：Long sleeves, black, so as to provide more accurate pictorial information for the picture materials, more conducively search.
The present embodiment filters out picture materials to be synthesized by such scheme by the identification information of picture materials, can be fast
Picture materials to be synthesized are found in quick checking, so as to improve the response time of picture screening.
Further, as shown in fig. 6, proposing that the present invention is automatically synthesized picture method for pushing the 3rd in fact based on second embodiment
Example is applied, in the present embodiment, before the step S102, methods described includes：
Step S100, picture materials are obtained, the picture attribute of the picture materials is extracted, according to the picture attribute to institute
State picture materials and identification information is set, and the picture materials for setting identification information are stored into picture materials storehouse.
It should be noted that in general, user finds picture materials to be synthesized by picture materials attribute, past
It is past inaccurate, and the picture materials found are more, cause picture materials of low quality, are unfavorable for picture synthesis, by obtaining
The picture attribute of picture materials is taken, and identification information is set according to the picture attribute, so as to accurately be searched beneficial to user, is carried
High picture quality to be synthesized, for example, in the case of in the past, every pictures material in picture materials storehouse is simply by name
Mode distinguishes other picture materials, or other picture materials are distinguished by way of numbering, and this mode is beneficial to distinguish other
Picture materials, but the attribute of every pictures material can not be showed, by setting identification information to every pictures material, pass through mark
Picture attribute of the message reflection per pictures materials is known, so as to improve the resolution of picture materials, such as by a women's dress picture
Material sets one-level label：Women's dress jacket；Two level label：Long sleeves, black, so as to which the picture materials are set into more accurate mark
Know information, be easy to user to search.
Picture materials are set identification information by the present embodiment, when carrying out screening picture to be synthesized according to picture attribute, just
Searched in user, more improve the quality for screening picture materials to be synthesized.
Further, as shown in fig. 7, proposing that the present invention is automatically synthesized picture method for pushing the 4th in fact based on 3rd embodiment
Example is applied, in the present embodiment, the step S100 is specifically included：
Step S110, the kind and classification of the picture materials are obtained, according to the kind and classification to described image element
The picture attribute of material is divided, according to the picture attribute after division to identification information corresponding to picture materials setting, and
The picture materials for setting identification information are stored into picture materials storehouse.
In the present embodiment, the picture attribute of the picture materials can be carried out by the kind and classification of picture materials
Division.Such as picture materials for it is upper dress or lower dress, it is described it is upper dress or it is lower dress for the picture materials species, according to described
The species of picture materials divides to the attribute of the picture materials, and according to the picture attribute after division to picture element
Identification information corresponding to material setting, such as the classification according to picture materials, the picture materials are divided into the picture category of upper dress
Property or lower dress picture attribute, according to the classification of the picture materials to the picture materials set corresponding to identification information.
It is understood that can also be by the attribute of other picture materials in addition to kind and classification to the picture
The picture attribute of material is divided, the two ways being not limited in the present embodiment, also other can be used to realize identical
Or the mode of identity function, the present embodiment are not restricted to this.
The present embodiment can be by the kind and classification of picture materials, according to the kind of the picture materials and classification to described
Identification information corresponding to picture materials setting, so as to provide multistage label to the identification information, the identification information is refined, from
And improve the quality for screening picture materials to be synthesized.
Further, as shown in figure 8, proposing that the present invention is automatically synthesized picture method for pushing the 5th in fact based on 3rd embodiment
Example is applied, in the present embodiment, after the step S100, methods described includes：
Step S40, obtain user equipment and access data to the first of the picture materials, number is accessed according to described first
According to counting the visitation frequency of the picture materials, and show the visitation frequency.
It should be noted that described first accesses data, can be to obtain the access information that user accesses the picture materials,
According to the access information, record user, according to the access times, can obtain user to the access times of the picture materials
It is shown to the attention rate of the picture materials, and by the access times of statistics, so as to make user intuitively obtain picture
The related data of material, and the picture materials in picture materials storehouse can be adjusted in time, can be by the picture materials in picture materials storehouse
More picture materials for being more suitable for many people's hobby are provided.
With continued reference to Fig. 3, after picture materials are reached the standard grade, can by obtaining the access data of picture materials, thereby using
The access information at family and the attention rate information data visualization of user, the access data may include UV (Unique
Visitor independences visitor), PV (Page View page browsings amount), the row of clicking rate and clicking rate in specific business category
Name.
Also optimal figure can be obtained according to the picture ranking by obtaining the picture ranking in picture materials storehouse in addition, and
Picture ranking is subjected to data visualization, data analysis is carried out beneficial to the picture materials in picture materials storehouse, so as to data
Operation direction and formulation migration efficiency are changed to be oriented to.
The present embodiment can be by carrying out data visualization, so as to using data as guiding to the picture materials in picture materials storehouse
Change operation direction and formulation migration efficiency.
Further, as shown in figure 9, proposing that the present invention is automatically synthesized picture method for pushing the 6th in fact based on first embodiment
Example is applied, in the present embodiment, after the step S30, methods described includes：
Step S50, obtain user equipment and access data to second of the picture after the synthesis, accessed according to described second
Data are given a mark to the picture after the synthesis, update the picture materials to be synthesized and the picture according to marking result
Composition rule.
Described second accesses data, can be the data on flows for accessing the picture after synthesizing, according to the data on flows, and
The picture after the synthesis is given a mark by scoring system, the marking result can be also shown.
It is understood that if the fraction ranking that the picture after to be synthesized is given a mark according to data on flows is not high,
Illustrate the element related to the picture after synthesis, such as picture materials and picture composition rule are all optimal, in this feelings
Under condition, it can adjust picture materials and picture composition rule by visualizing data, carry out feedback processing, so as to which picture is plain
Material and picture composition rule optimize processing, improve Consumer's Experience.
It should be noted that when being given a mark by scoring system to the picture after synthesis, public affairs of specifically giving a mark can be passed through
Formula, given a mark for the picture after synthesis every time.
The present embodiment by obtain synthesize after picture flowing of access data, and according to the data on flows to synthesis after
Picture given a mark, and according to marking result adjustment picture materials and picture composition rule, so as to by picture materials with
And picture composition rule optimizes processing, Consumer's Experience is improved.
Further, as shown in Figure 10, propose that the present invention is automatically synthesized picture method for pushing the 7th based on sixth embodiment
Embodiment, in the present embodiment, after the step S50, methods described includes：
Step S60, the marking result of the picture after the synthesis is obtained, according to the marking result generation data drawing list.
It should be noted that the data drawing list may include the composite score situation of picture materials, and user's attention rate
High picture materials situation, may also include the marking data of picture composition rule, according to it is described marking data can intuitively obtain compared with
Excellent picture composition rule, designer and business people point, which analyze these data by data drawing list and can precipitate rule, to go to instruct
Follow-up operation action.
It can be automatically generated under a variety of business scenes and meet the picture of demand and continuously optimize and generate more winning picture.Mesh
Data drawing list in preceding system shows, business scene：The reusability of working days generation picture reaches 70%, clicking rate corresponding to picture
Lifting reaches 8%, and the personnel such as designer and commercial affairs can be freed under a large amount of lines in the repeated work of machine replacement, allow him
More focus are placed on design lifting or other Operation Decisions such as Brand Maintaining.
By the present embodiment, image data information visualization can be generated to data drawing list, it is favourable by the data drawing list
Acted in instructing follow-up operation.
In addition, the embodiment of the present invention also proposes a kind of storage medium, it is stored with the storage medium and is automatically synthesized picture
Push products, described be automatically synthesized when picture push products is executed by processor realize following operation：
The access picture request that user equipment is sent is obtained, picture category to be visited is extracted from the access picture request
Property, picture materials to be synthesized are chosen from picture materials storehouse according to the picture attribute to be visited；
Multiple picture composition rules are chosen from composition rule set according to the picture attribute to be visited, call default beat
Divider then scores each picture composition rule of selection respectively, chooses appraisal result mid-score highest picture composition rule
As default synthesising picture rule；
The picture materials to be synthesized are synthesized according to the default synthesising picture rule, and by the picture after synthesis
Push to the user equipment.
Further, described be automatically synthesized when picture push products is executed by processor also realizes following operation：
The access picture request that user equipment is sent is obtained, picture category to be visited is extracted from the access picture request
Property；
According to the picture attribute to be visited, the identification information of picture materials to be synthesized is obtained, according to the identification information
Picture materials to be synthesized are filtered out from the picture materials storehouse.
Further, described be automatically synthesized when picture push products is executed by processor also realizes following operation：
Picture materials are obtained, extract the picture attribute of the picture materials, according to the picture attribute to picture element
Material sets identification information, and the picture materials for setting identification information are stored into picture materials storehouse.
Further, described be automatically synthesized when picture push products is executed by processor also realizes following operation：
The kind and classification of the picture materials are obtained, the picture category according to the kind and classification to described image material
Property divided, according to the picture attribute after division to the picture materials set corresponding to identification information, and by set identify
The picture materials of information are stored into picture materials storehouse.
Further, described be automatically synthesized when picture push products is executed by processor also realizes following operation：
Obtain user equipment and access data to the first of the picture materials, access data according to described first, count institute
The visitation frequency of picture materials is stated, and shows the visitation frequency.
Further, described be automatically synthesized when picture push products is executed by processor also realizes following operation：
Obtain user equipment and access data to second of the picture after the synthesis, data are accessed to institute according to described second
State the picture after synthesis to be given a mark, the picture materials to be synthesized and picture synthesis rule are updated according to marking result
Then.
Further, described be automatically synthesized when picture push products is executed by processor also realizes following operation：
The marking result of the picture after the synthesis is obtained, according to the marking result generation data drawing list.
The present embodiment scores picture composition rule default marking rule by such scheme, chooses scoring knot
Fruit highest picture composition rule is automatically synthesized to the picture materials to be synthesized, artificial so as to be replaced by machine learning
Operation, cuts operating costs.
It should be noted that herein, term " comprising ", "comprising" or its any other variant are intended to non-row
His property includes, so that process, method, article or system including a series of elements not only include those key elements, and
And also include the other element being not expressly set out, or also include for this process, method, article or system institute inherently
Key element.In the absence of more restrictions, the key element limited by sentence "including a ...", it is not excluded that including this
Other identical element also be present in the process of key element, method, article or system.
The embodiments of the present invention are for illustration only, do not represent the quality of embodiment.
In if the unit claim of equipment for drying is listed, several in these devices can be by same hard
Part item embodies.The use of word first, second, and third does not indicate that any order.These words can be explained
For title.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can add the mode of required general hardware platform to realize by software, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on such understanding, technical scheme is substantially done to prior art in other words
Going out the part of contribution can be embodied in the form of software product, and the computer software product is stored in one as described above
In storage medium (such as ROM/RAM, magnetic disc, CD), including some instructions to cause a station terminal equipment (can be mobile phone,
Computer, server, air conditioner, or network equipment etc.) perform method described in each embodiment of the present invention.
The preferred embodiments of the present invention are these are only, are not intended to limit the scope of the invention, it is every to utilize this hair
The equivalent structure or equivalent flow conversion that bright specification and accompanying drawing content are made, or directly or indirectly it is used in other related skills
Art field, is included within the scope of the present invention.
Claims (10)
1. one kind is automatically synthesized picture method for pushing, it is characterised in that the picture method for pushing that is automatically synthesized includes：
The access picture request that user equipment is sent is obtained, picture attribute to be visited, root are extracted from the access picture request
Picture materials to be synthesized are chosen from picture materials storehouse according to the picture attribute to be visited；
Multiple picture composition rules are chosen from composition rule set according to the picture attribute to be visited, call default marking rule
Then each picture composition rule of selection is scored respectively, chooses appraisal result mid-score highest picture composition rule conduct
Default synthesising picture rule；
The picture materials to be synthesized are synthesized according to the default synthesising picture rule, and the picture after synthesis is pushed
To the user equipment.
2. it is automatically synthesized picture method for pushing as claimed in claim 1, it is characterised in that described to obtain what user equipment was sent
Access picture request, from it is described access picture request in extract picture attribute to be visited, according to the picture attribute to be visited from
Picture materials step to be synthesized is chosen in picture materials storehouse to specifically include：
The access picture request that user equipment is sent is obtained, picture attribute to be visited is extracted from the access picture request；
According to the picture attribute to be visited, the identification information of picture materials to be synthesized is obtained, according to the identification information from institute
State and picture materials to be synthesized are filtered out in picture materials storehouse.
3. it is automatically synthesized picture method for pushing as claimed in claim 2, it is characterised in that described according to the picture to be visited
Attribute, the identification information of picture materials to be synthesized is obtained, filtered out and treated from the picture materials storehouse according to the identification information
Before synthesising picture material step, the picture method for pushing that is automatically synthesized includes：
Picture materials are obtained, the picture attribute of the picture materials is extracted, the picture materials is set according to the picture attribute
Identification information is put, and the picture materials for setting identification information are stored into picture materials storehouse.
4. it is automatically synthesized picture method for pushing as claimed in claim 3, it is characterised in that the acquisition picture materials, extraction
The picture attribute of the picture materials, identification information is set to the picture materials according to the picture attribute, and marked setting
The picture materials of knowledge information store into picture materials storehouse step and specifically included：
The kind and classification of the picture materials are obtained, the picture attribute of described image material is entered according to the kind and classification
Row division, according to the picture attribute after division to identification information corresponding to picture materials setting, and identification information will be set
Picture materials store into picture materials storehouse.
5. it is automatically synthesized picture method for pushing as claimed in claim 3, it is characterised in that the acquisition picture materials, extraction
The picture attribute of the picture materials, identification information is set to the picture materials according to the picture attribute, and marked setting
The picture materials for knowing information are stored into picture materials storehouse after step, and the picture method for pushing that is automatically synthesized includes：
Obtain user equipment and access data to the first of the picture materials, access data according to described first, count the figure
The visitation frequency of piece material, and show the visitation frequency.
6. it is automatically synthesized picture method for pushing as claimed in claim 1, it is characterised in that the picture composition rule includes figure
At least one of sheet type, layer position, the size of figure layer, the relationship between superior and subordinate of figure layer and figure layer colour system.
7. it is automatically synthesized picture method for pushing as claimed in claim 1, it is characterised in that described according to the default composite diagram
Piece rule synthesizes to the picture materials to be synthesized, and by the picture after synthesis push to the user equipment step it
Afterwards, the picture method for pushing that is automatically synthesized includes：
Obtain user equipment and access data to second of the picture after the synthesis, data are accessed to the conjunction according to described second
Picture after is given a mark, and updates the picture materials to be synthesized and the picture composition rule according to marking result.
8. it is automatically synthesized picture method for pushing as claimed in claim 7, it is characterised in that the acquisition user equipment is to described
Second access data of the picture after synthesis, give a mark according to the described second access data to the picture after the synthesis, root
It is described to be automatically synthesized picture after updating the picture materials to be synthesized and the picture composition rule step according to marking result
Method for pushing includes：
The marking result of the picture after the synthesis is obtained, according to the marking result generation data drawing list.
9. one kind is automatically synthesized picture pusher, it is characterised in that the picture pusher that is automatically synthesized includes：Storage
Device, processor and what is be stored on the memory and can run on the processor be automatically synthesized picture push products, institute
State be automatically synthesized picture push products be arranged for carrying out as any one of claim 1 to 8 be automatically synthesized picture push
The step of method.
A kind of 10. storage medium, it is characterised in that it is stored with the storage medium and is automatically synthesized picture push products, it is described
It is automatically synthesized realization when picture push products is executed by processor and is automatically synthesized figure as any one of claim 1 to 8
The step of piece method for pushing.
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