CN111882389A - Customization system applied to secondary processing of materials - Google Patents
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- CN111882389A CN111882389A CN202010718588.XA CN202010718588A CN111882389A CN 111882389 A CN111882389 A CN 111882389A CN 202010718588 A CN202010718588 A CN 202010718588A CN 111882389 A CN111882389 A CN 111882389A
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- 239000000463 material Substances 0.000 title claims abstract description 71
- 238000012545 processing Methods 0.000 title claims abstract description 31
- 238000013461 design Methods 0.000 claims abstract description 151
- 238000012549 training Methods 0.000 claims abstract description 34
- 238000007781 pre-processing Methods 0.000 claims abstract description 4
- 238000012546 transfer Methods 0.000 claims abstract description 4
- 238000000034 method Methods 0.000 claims description 11
- 238000004891 communication Methods 0.000 claims description 9
- 238000010801 machine learning Methods 0.000 claims description 4
- 230000005540 biological transmission Effects 0.000 claims description 3
- 238000001514 detection method Methods 0.000 claims description 3
- 239000000284 extract Substances 0.000 claims description 3
- 230000001788 irregular Effects 0.000 claims description 3
- 230000002093 peripheral effect Effects 0.000 claims description 3
- 230000002457 bidirectional effect Effects 0.000 claims description 2
- 238000004519 manufacturing process Methods 0.000 abstract description 5
- 210000001503 joint Anatomy 0.000 abstract description 3
- 239000012089 stop solution Substances 0.000 abstract description 2
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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
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- G06Q30/0601—Electronic shopping [e-shopping]
- G06Q30/0621—Item configuration or customization
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
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Abstract
The invention discloses a customizing system applied to secondary processing of materials, which comprises a demand side server, a design side server, a processing side server and a middle server, wherein the middle server is respectively and remotely connected with the demand side server, the design side server and the processing side server and comprises a first storage unit, a self-training unit, a preprocessing unit, a feedback unit and a transfer unit. Through this technical scheme, a one-stop solution of material secondary operation and intention product customization production is provided, promoted user and designer's both sides of supply and demand platform butt joint and experienced, can expand the stylized training achievement to full platform application simultaneously, has extremely strong suitability and can promote the nature.
Description
Technical Field
The invention relates to the technical field of customization, in particular to a customization system applied to secondary processing of materials.
Background
In the prior art, platforms for manufacturing customized products are not uncommon, the self-owned customized platforms of various large brands (such as Nike and Adidas) are only partially customized for fixed styles, and third party platforms (such as custom shops in Customink and Taobao) are mainly directly customized after user data are uploaded, so that a design link is lacked. There is a need for a customization system that can create a style preview effect between a designer and a user, facilitate the user to confirm the effect, and improve the work efficiency of the designer.
Disclosure of Invention
Aiming at the problems in the prior art, a customization system applied to secondary processing of materials is provided, and the specific technical scheme is as follows:
a customization system applied to secondary processing of materials comprises a demand side server, a design side server, a processing side server and a middle server, wherein the middle server is respectively and remotely connected with the demand side server, the design side server and the processing side server;
the demand side server is used for generating corresponding materials to be designed according to external user demands and sending the materials to the middle station server, and comprises a plurality of user terminals;
the design side server comprises a plurality of design terminals and is used for providing a plurality of design sets for the middle station server, and each design terminal corresponds to at least one design set;
the middle service end specifically comprises
A first storage unit for storing a plurality of design sets;
the self-training unit is connected with the first storage unit and is used for carrying out stylized training according to the plurality of design sets to obtain a plurality of design style rules, and each design style rule corresponds to one design set;
a second storage unit for storing a plurality of design style rules;
the preprocessing unit is connected with the second storage unit and used for extracting the design style rules one by one to process the materials to be designed, outputting a plurality of preset materials and returning the preset materials to the server side at the demand side;
the user terminal selects at least one of the plurality of pre-designed materials as a requirement design style;
the middle station server also comprises a feedback unit which is connected with the second storage unit and used for extracting the design style rule corresponding to the required design style and feeding the design style rule and the material to be designed back to the design terminal corresponding to the design style rule;
the design terminal is designed according to the material to be designed and the design style rule, and outputs the material to be processed to the middle station server;
the middle station server also comprises a transfer unit which is used for transferring the material to be processed to the processing side server;
and the processing side server side processes according to the generation processing materials to generate corresponding customized products.
Preferably, in the customization system, the demand side server further includes an adjusting unit, which is used for adjusting the preset material according to an adjusting instruction fed back by the user through the user terminal and using the adjusted preset material as the demand design style;
preferably, in the customization system, the middle station server further includes a judgment unit connected to the feedback unit, and configured to detect whether the preset material is adjusted according to the adjustment instruction, and output a corresponding judgment result;
the feedback unit extracts a corresponding design style rule according to the requirement design style when the judgment result is that the preset material is not adjusted according to the adjustment instruction according to the judgment result;
and when the judgment result shows that the preset materials are adjusted according to the adjustment instruction, extracting the corresponding design style rule according to the required design style and updating the design style rule according to the adjustment instruction.
Preferably, in the customization system, the middle service end further includes a communication unit, which is used for providing a communication platform for the corresponding user terminal and the design terminal to communicate with the material to be processed when the design terminal is designed according to the material to be designed and the design style rule.
Preferably, the customization system, wherein each design set comprises a plurality of independent designs, and the self-training unit obtains the corresponding design style rule by using a machine learning method according to the plurality of independent designs.
Preferably, the customization system, wherein the self-training unit comprises a plurality of concurrent computing modules;
one of the plurality of computing modules is set as a master computing module, the other computing modules are set as slave computing modules, the master computing module monitors the running states of all the slave computing modules in real time, and load balancing control is carried out on the self-training unit according to the running states.
Preferably, in the customization system, the middlebox server, the demand side server, the design side server and the processing side server are all connected in a remote two-way transmission mode through a socket communication protocol.
Preferably, the customization system, wherein the design terminal updates the corresponding at least one design set on an irregular basis;
the self-training unit also comprises a detection module which is used for continuously detecting the updating state of the design set and carrying out stylized training again when the design set is updated so as to obtain an updated design style rule.
Preferably, the customization system, wherein the material comprises a child graffiti work and the customized product comprises a peripheral product associated with the child graffiti work.
This technical scheme has following advantage and beneficial effect:
through this technical scheme, a one-stop solution of material secondary operation and intention product customization production is provided, promoted user and designer's both sides of supply and demand platform butt joint and experienced, can expand the stylized training achievement to full platform application simultaneously, has extremely strong suitability and can promote the nature.
Drawings
Fig. 1 is a schematic structural diagram of a customization system applied to secondary processing of materials according to the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
It should be noted that the embodiments and features of the embodiments may be combined with each other without conflict.
The invention is further described with reference to the following drawings and specific examples, which are not intended to be limiting.
Aiming at the problems in the prior art, a customization system applied to secondary processing of materials is provided, and the specific technical scheme is as follows:
a customization system applied to material secondary processing comprises a demand side server 1, a design side server 2, a processing side server 3 and a middle server 0, wherein the middle server 0 is respectively and remotely connected with the demand side server 1, the design side server 2 and the processing side server 3;
the demand side server 1 is used for generating corresponding materials to be designed according to external user demands and sending the materials to the middle station server 0, and comprises a plurality of user terminals 11;
the design side server 2 comprises a plurality of design terminals 21, and is used for providing a plurality of design sets for the middlebox server 0, wherein each design terminal 21 corresponds to at least one design set;
the middle service end 0 specifically comprises
A first storage unit 01 for storing a plurality of design sets;
the self-training unit 02 is connected with the first storage unit 01, performs stylized training according to a plurality of design sets, and obtains a plurality of design style rules, wherein each design style rule corresponds to one design set;
the second storage unit 03 is connected with the self-training unit 02 and used for storing a plurality of design style rules;
the preprocessing unit 04 is connected with the second storage unit 03 and used for extracting the design style rules one by one to process the materials to be designed, outputting a plurality of preset materials and returning the preset materials to the demand side server 1;
the user terminal 11 selects at least one of the plurality of pre-designed materials as a requirement design style;
the middle station server 0 further comprises a feedback unit 05 connected with the second storage unit 03 and used for extracting the design style rule corresponding to the required design style and feeding the design style rule and the material to be designed back to the design terminal 21 corresponding to the design style rule;
the design terminal 21 designs according to the material to be designed and the design style rule, and outputs the material to be processed to the middle station server 0;
the middle server 0 further comprises a transfer unit 06 for transferring the material to be processed to the processing side server 3;
and the processing side server 3 processes according to the generation processing materials to generate corresponding customized products.
As a preferred embodiment, in the customization system, the demand side server 1 further includes an adjusting unit, configured to adjust the preset material according to an adjusting instruction fed back by the user through the user terminal, and use the adjusted preset material as a demand design style;
as a preferred embodiment, in the customization system, the middle station server 0 further includes a judgment unit, connected to the feedback unit 05, and configured to detect whether the preset material is adjusted according to the adjustment instruction, and output a corresponding judgment result;
the feedback unit 05 extracts a corresponding design style rule according to the requirement design style when the judgment result is that the preset material is not adjusted according to the adjustment instruction according to the judgment result;
and when the judgment result shows that the preset materials are adjusted according to the adjustment instruction, extracting the corresponding design style rule according to the required design style and updating the design style rule according to the adjustment instruction.
In a preferred embodiment of the present invention, the user can also perform some fine adjustments to the design style of the design style, such as light shading, color contrast saturation, etc., and the feedback unit 05 will modify the design style rules accordingly according to the fine adjustments and inform the design user of the modifications for reference during design.
In a preferred embodiment, the system for customizing a material to be processed further includes a communication unit, which is configured to provide a communication platform for the corresponding user terminal 11 and the design terminal 21 to communicate with the material to be processed when the design terminal is designed according to the material to be designed and the design style rule.
In another preferred embodiment of the present invention, the middle station server 0 further builds a sub-platform for the user terminal 11 and the design terminal 21 in the design stage, which can communicate directly, so as to further facilitate the user and the design user to communicate more intuitively and smoothly, and improve the efficiency of customizing the goods.
In a preferred embodiment, the customization system, wherein each design set includes a plurality of independent designs, the self-training unit 02 obtains corresponding design style rules by a machine learning method according to the plurality of independent designs.
In a preferred embodiment, the customization system, wherein the self-training unit 02 comprises a plurality of concurrent computing modules;
one of the plurality of computing modules is set as a master computing module, the other computing modules are set as slave computing modules, the master computing module monitors the running states of all the slave computing modules in real time, and load balancing control is performed on the self-training unit 02 according to the running states.
In another preferred embodiment of the present invention, the self-training unit 02 includes a plurality of computing modules supporting load balancing distributed deployment, which can effectively improve the computing efficiency of the self-training unit with respect to the design style rules.
In a preferred embodiment, the customizing system, wherein the middlebox server 0 and the demand side server 1, the design side server 2 and the process side server 3 all implement remote bidirectional transmission connection through a socket communication protocol.
As a preferred embodiment, the customization system is such that the design terminal 21 updates the corresponding at least one design set on an irregular basis;
the self-training unit 02 further comprises a detection module for continuously detecting the update status of the design set, and performing stylized training again when the design set has an update to obtain an updated design style rule.
In another preferred embodiment of the present invention, the design user holding the design terminal 21 can update the uploaded design set by himself/herself as required to adjust the design style of himself/herself, and the posture training unit 02 will respond in time to the adjustment of the design user and update the corresponding design style rules.
In a preferred embodiment, the customization system, wherein the material comprises a child graffiti work and the customized product comprises a peripheral product associated with the child graffiti work.
A specific embodiment is now provided to further explain and explain the present technical solution:
in a specific embodiment of the invention, a customization system applied to secondary processing of materials in the technical scheme is applied to construct a customization platform by children doodling, a user can select a commodity white film of a mental apparatus in the platform, then upload own rough manuscripts (children doodling), then quickly establish a cooperative relationship with a designer through a stylized preview function, and finally the designer directly submits the designed design draft to a factory for finished product manufacturing and delivers the design draft to the user; according to corresponding division among the above-mentioned technical scheme, according to the difference that uses crowd, divide into three big terminal platforms of user end platform, designer's end platform, mill's end platform, wherein the user end platform provides IOS client, Android client, and the designer's end provides: the system comprises an IOS client, an Android client, a Web client and a factory end, wherein the factory end provides the Web client, the server end is additionally provided with an RPC middle platform server, the main service of the system is processed by a common application module and is subjected to data scheduling with three platforms, so that the data among the three terminal platforms can be communicated rapidly, and meanwhile, in the development, development teams of a plurality of different modules can independently develop related services without mutual influence.
In conclusion, the technical scheme provides a customization system platform applied to secondary processing of materials, the platform not only provides customization processing for designers, but also establishes style preview effect between the designers and users, so that the users can conveniently confirm the effect, and the working efficiency of the designers is improved; by the design style preview function of a designer, stylized learning is carried out on the design style of a platform designer by adopting artificial intelligence, and stylized preview of an image is rapidly provided for a user through a stylized processing algorithm, so that the user can immediately preview the design style of the designer, rapidly select a favorite designer, then carry out commodity production on a factory through secondary creation of the designer, and finally produce customized commodities full of originality one by one; because the image stylized training needs to train the design style of a designer, the platform provides service for a C-end user by means of an RPC (remote Procedure call) architecture, and simultaneously provides a convenient operation entrance for the designer needing secondary creation, inputs the design style considered to be satisfied by the designer, trains on the platform, applies the training result to a test case, and finally applies the training result to the content of a work needing secondary design uploaded by the user, so that the designer can better preview the possible design effect; compared with a common training mode, the technical scheme combines the concept of RPC remote procedure call, so that the learning result of the machine learning is not limited to be used on one platform, and all platforms accessed to a platform system in the RPC application can share the learning result; the platform butt joint experience of both the supply and demand parties of the user and the designer is improved, the stylized training result can be expanded to full-platform application, and the method has strong applicability and popularization.
While the invention has been described with reference to a preferred embodiment, it will be understood by those skilled in the art that various changes in form and detail may be made therein without departing from the spirit and scope of the invention.
Claims (9)
1. The customization system is characterized by comprising a demand side server, a design side server, a processing side server and a middle server, wherein the middle server is respectively and remotely connected with the demand side server, the design side server and the processing side server;
the demand side server is used for generating corresponding materials to be designed according to external user demands and sending the materials to the middle station server, and comprises a plurality of user terminals;
the design side server comprises a plurality of design terminals, and is used for providing a plurality of design sets for the middlebox server, wherein each design terminal corresponds to at least one design set;
the middle station server specifically comprises
A first storage unit for storing a plurality of the design sets;
the self-training unit is connected with the first storage unit and performs stylized training according to the plurality of design sets to obtain a plurality of design style rules, and each design style rule corresponds to one design set;
the second storage unit is connected with the self-training unit and used for storing a plurality of design style rules;
the preprocessing unit is connected with the second storage unit and used for extracting the design style rules one by one to process the materials to be designed, outputting a plurality of predesigned materials and returning the predesigned materials to the demand side server;
the user terminal selects at least one of the plurality of the preset materials as a demand design style;
the middle station server also comprises a feedback unit which is connected with the second storage unit and used for extracting the design style rule corresponding to the requirement design style and feeding the design style rule and the material to be designed back to the design terminal corresponding to the design style rule;
the design terminal is designed according to the material to be designed and the design style rule, and outputs the material to be processed to the middle station server;
the middle station server also comprises a transfer unit which is used for transferring the material to be processed to the processing side server;
and the processing side server side processes according to the generation processing materials to generate corresponding customized products.
2. The customization system according to claim 1, wherein the demand-side server further comprises an adjusting unit, configured to adjust the pre-designed material according to an adjusting instruction fed back by a user through the user terminal, and use the adjusted pre-designed material as the demand design style.
3. The customization system according to claim 2, wherein the middlebox server further comprises a judging unit, connected to the feedback unit, for detecting whether the preset material is adjusted according to the adjusting instruction, and outputting a corresponding judgment result;
the feedback unit extracts the corresponding design style rule according to the requirement design style when the judgment result is that the preset material is not adjusted according to the adjustment instruction according to the judgment result;
and when the judgment result shows that the preset materials are adjusted according to the adjustment instruction, extracting the corresponding design style rule according to the required design style and updating the design style rule according to the adjustment instruction.
4. The customization system according to claim 1, wherein the middle station server further comprises a communication unit for providing a communication platform for the corresponding user terminal and the design terminal to communicate with the material to be processed when the design terminal is designed according to the material to be designed and the design style rule.
5. The customization system according to claim 1, wherein each of the design sets comprises a plurality of independent designs, and the self-training unit obtains the corresponding design style rule by a machine learning method according to the plurality of independent designs.
6. The customization system according to claim 5, wherein the self-training unit comprises a plurality of concurrent computing modules;
one of the computing modules is set as a master computing module, the other computing modules are set as slave computing modules, the master computing module monitors the running states of all the slave computing modules in real time, and load balancing control is carried out on the self-training unit according to the running states.
7. The customization system according to claim 1, wherein the middlebox server and the demand side server, the design side server and the process side server are all connected by socket communication protocol to realize remote bidirectional transmission.
8. The customization system according to claim 1, wherein the design terminal updates the corresponding at least one of the design sets on an irregular basis;
the self-training unit also comprises a detection module used for continuously detecting the updating state of the design set and carrying out the stylized training again when the design set is updated so as to obtain an updated design style rule.
9. The customization system of claim 1, wherein the material comprises a children's graffiti work, and the customized product comprises a peripheral product associated with the children's graffiti work.
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