CN113256377A - Intelligent learning system for indoor design method - Google Patents
Intelligent learning system for indoor design method Download PDFInfo
- Publication number
- CN113256377A CN113256377A CN202110555873.9A CN202110555873A CN113256377A CN 113256377 A CN113256377 A CN 113256377A CN 202110555873 A CN202110555873 A CN 202110555873A CN 113256377 A CN113256377 A CN 113256377A
- Authority
- CN
- China
- Prior art keywords
- module
- data
- data processing
- user terminal
- design
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Withdrawn
Links
- 238000013461 design Methods 0.000 title claims abstract description 86
- 238000000034 method Methods 0.000 title claims abstract description 29
- 238000012545 processing Methods 0.000 claims abstract description 54
- 239000000463 material Substances 0.000 claims abstract description 38
- 238000005286 illumination Methods 0.000 claims description 18
- 230000000694 effects Effects 0.000 claims description 15
- 238000009877 rendering Methods 0.000 claims description 14
- 230000005540 biological transmission Effects 0.000 claims description 9
- 230000001795 light effect Effects 0.000 claims description 7
- 238000010586 diagram Methods 0.000 claims description 6
- 238000011156 evaluation Methods 0.000 claims description 6
- 238000010801 machine learning Methods 0.000 claims description 6
- 238000010276 construction Methods 0.000 claims description 4
- 238000005034 decoration Methods 0.000 claims description 4
- 230000008569 process Effects 0.000 claims description 4
- 238000013500 data storage Methods 0.000 claims description 3
- 238000007689 inspection Methods 0.000 claims description 3
- 230000003993 interaction Effects 0.000 claims description 3
- 238000004519 manufacturing process Methods 0.000 claims description 3
- 238000013507 mapping Methods 0.000 claims description 3
- 230000008676 import Effects 0.000 claims description 2
- 239000004566 building material Substances 0.000 abstract description 6
- 238000012938 design process Methods 0.000 description 3
- 230000004048 modification Effects 0.000 description 3
- 238000012986 modification Methods 0.000 description 3
- 230000003340 mental effect Effects 0.000 description 2
- 230000004075 alteration Effects 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 239000004035 construction material Substances 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 230000007613 environmental effect Effects 0.000 description 1
- 230000006870 function Effects 0.000 description 1
- 238000003032 molecular docking Methods 0.000 description 1
- 238000013468 resource allocation Methods 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
- 210000003462 vein Anatomy 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
- G06Q30/0621—Item configuration or customization
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0201—Market modelling; Market analysis; Collecting market data
- G06Q30/0206—Price or cost determination based on market factors
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/08—Construction
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T17/00—Three dimensional [3D] modelling, e.g. data description of 3D objects
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2210/00—Indexing scheme for image generation or computer graphics
- G06T2210/04—Architectural design, interior design
Landscapes
- Engineering & Computer Science (AREA)
- Business, Economics & Management (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Finance (AREA)
- Strategic Management (AREA)
- General Physics & Mathematics (AREA)
- Accounting & Taxation (AREA)
- Development Economics (AREA)
- General Business, Economics & Management (AREA)
- Economics (AREA)
- Marketing (AREA)
- Software Systems (AREA)
- Data Mining & Analysis (AREA)
- Entrepreneurship & Innovation (AREA)
- Computing Systems (AREA)
- Mathematical Physics (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Computation (AREA)
- Medical Informatics (AREA)
- Computer Graphics (AREA)
- General Engineering & Computer Science (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Human Resources & Organizations (AREA)
- Primary Health Care (AREA)
- Tourism & Hospitality (AREA)
- Geometry (AREA)
- Game Theory and Decision Science (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The invention relates to the technical field of building information, and discloses an intelligent learning system of an indoor design method, which comprises a designer user terminal and a hiring party data terminal, wherein the designer user terminal comprises a data acquisition module, a data uploading module, the data uploading module is connected to a data processing module through a network, the data processing module comprises a database module, a matching module, a dynamic editing module, a budget module, a display module and a real scene acquisition module, the real scene acquisition module is connected with the data processing module, the dynamic editing module can modify the size, the dimension, the angle and the like of a room according to the designed room type, the budget module is provided, the current design scheme can be analyzed in real time, the areas of the ground and the wall surfaces are calculated, a product material list is generated, the area of an indoor structure covered by a building material model is accurate to a primitive, and therefore, the total price of various building materials used in the actual indoor design can be accurately calculated, and further improves the user experience.
Description
Technical Field
The invention relates to the technical field of building information, in particular to an intelligent learning system for an indoor design method.
Background
The indoor design is to create an indoor environment which has reasonable functions, is comfortable and beautiful and meets the requirements of people on material and mental life by applying material technical means and building design principles according to the use properties, the environment and corresponding standards of buildings, and the space environment has use value, meets the corresponding functional requirements and simultaneously reflects the mental factors such as historical veins, architectural styles, environmental atmospheres and the like. At present, the traditional home decoration design process is that a consumer communicates with a designer on line, appoints decoration details, then the designer makes a 3D model of each object on line, builds a 3D design scheme, and finally renders an effect picture for the consumer, the consumer provides modification opinions for the design scheme, even if only one chair is replaced, the designer needs to make the object model again, build the 3D design scheme and render the picture, namely, all the design processes need to be repeated once again for any modification, and the final determination of one design scheme usually needs to be modified for multiple times, time and labor are wasted, the efficiency is low, and the existing indoor design system can only select the set size, cannot dynamically modify, is inconvenient to use, and has poor matching degree between the actual house type and the selected design, in the process of design construction, after a consumer and a designer determine a final design scheme, the consumer and the designer need to purchase commodities in the design scheme from a brand manufacturer and a manufacturer, and then the situation that some commodities are out of stock may occur, so that the design scheme needs to be revised again, all design processes also need to be repeated, and time and efficiency are consumed.
Disclosure of Invention
The invention aims to provide an intelligent learning system for an indoor design method, which aims to solve the problems in the background technology
In order to achieve the purpose, the invention provides an intelligent learning system of an indoor design method, which comprises a designer user terminal and a hiring party data terminal, wherein the designer user terminal comprises a data acquisition module, a data uploading module, the data uploading module is connected to a data processing module through a network, the data processing module comprises a database module, a matching module, a dynamic editing module, a budget module and a display module, the real scene acquisition module is connected with the data processing module and used for acquiring indoor real scene images through a camera, the data transmission module is connected with the data processing module and used for transmitting image data acquired by the real scene acquisition module to the data processing module, and the data processing module is connected with the real scene acquisition module, the data transmission module, the database module, the matching module, the dynamic editing module, the budget module, The display module is connected with the real scene acquisition module and used for processing and analyzing the data acquired by the real scene acquisition module and scheduling each module to work normally, the database module is connected with the data processing module, used for providing an indoor style and building material model database, a matching module connected with the data processing module, used for matching with the preset design drawing in the design library according to the indoor live-action information to generate different matching degrees, a dynamic editing module connected with the data processing module, the system is used for dynamically modifying the indoor design scheme on line, and comprises a budget module, a dynamic editing module and a display module, used for analyzing the design scheme in the current scene, calculating the area of the ground and the wall surface, inquiring the price of the current placed product through a database system, generating a quotation of the decoration budget, a display module, and the data processing module is connected with the preset design drawing and is used for displaying the preset design drawing according to the matching degree.
Preferably, the dynamic editing module includes a creating module, a naming module, a splitting module, and a rendering module, the creating module is configured to create a main scene model of the product, the main scene model includes a plurality of model objects corresponding to the product, the naming module is configured to add a unique ID number to each model object, the splitting module is configured to split each model object in the main scene into individual scenes, and the rendering module is configured to render the model objects at various angles according to the environment template to generate the product picture.
Preferably, the hiring party user terminal is provided with a draft preview module, a cost detail module, a sample display module and a user evaluation module, the draft display module is used for matching a corresponding design scheme according to a matching module in the data processing module after a designer collects data and sending the design scheme to the hiring party user terminal, so that the hiring party can conveniently know the condition of a preliminary draft through the terminal, the hiring party can know the materials to be used in a building through the sample display module in the hiring party user terminal after the design scheme is determined, then the designer user terminal can quickly pre-calculate the rough materials and the cost through a budget module, the hiring party user terminal can know the quantity and the price of the materials through the cost detail module, and finally the hiring party can evaluate the service in the process through the user evaluation module arranged in the hiring party user terminal.
Preferably, the product input port of the sample display module is arranged on a user terminal of a designer and is stored in the data storage module, the designer uploads products of suppliers of different products to the database through the data uploading module, so that the employer can select various materials, and the designer needs to put the product table frame and the product specification attributes of each product supplier into the database.
Preferably, the data processing module is respectively connected with the brand business end, the manufacturer end, the designer end and the consumer end, and comprises a resource manager, a modular scene editor, a scheme editor, a rule base, a label base and a model algorithm, wherein the resource manager comprises a component base, a material base, a light effect base, an object base and a commodity base, the modular scene editor comprises an object import module, a data interface module, a graphic interaction engine and a renderer, and the dynamic editing module comprises a creation module, a naming module, a splitting module and a rendering module.
Preferably, a manufacturer end is connected with a database in a data processing module, a resource manager uploads component 3D structural parameters and material mapping structural parameters to a component library and a material library in the database, a designer end is connected with a server, a resource manager uploads set illumination template parameters, components, materials and light effects are combined according to rules in a rule library to be manufactured into an article and stored, the article or the article combination and the illumination template are imported through a modularized scene editor, the article and the illumination are combined according to the rules in the rule library and labels in a label library to be manufactured into a scene module, a user type is imported and edited through a scheme editor, the user type, the scene and the illumination are combined according to the rules in the rule library and the labels in the label library to manufacture a 3D design scheme which can be stored and sent in real time, and a rendering module renders the 3D design scheme to generate a 2D effect map, and conducting the data to a draft preview module of the user terminal of the hiring party by a data transmission mode.
Preferably, the hiring party user terminal is connected with the server, the house type is selected through the scheme editor, scene combination is carried out by combining the rules recommended by the rule base, a 3D design scheme is further built, the 3D design scheme is stored and sent, the 3D design scheme is rendered to obtain a 2D high-definition effect diagram, the 2D high-definition effect diagram is stored and sent to the design party user terminal, and the design party user terminal can be designed according to the preference of the user.
Preferably, the data processing module is used for processing imported data, combining a component model, materials and lighting effects into an object model, associating attribute tags with the component model and the object model, combining the object and lighting according to rules of a rule base and tags of a tag base after an object or an object combination and a lighting template are imported by the modular scene editor, and making a scene module.
Preferably, the method for combining and disassembling the objects is as follows: the method comprises the following steps of calculating the matching degree of the object and the object in combination according to the rule of the object corresponding to the object and the object label, performing machine learning according to user data feedback, and updating the rule of the object label, the object combination label and the object corresponding to the object, so that the object and the object are better combined, and the object and the house type are combined and disassembled according to the following steps: and calculating the matching degree of the combination of the object and the house type according to the rule of the house type corresponding to the object, the object label and the house type label, performing machine learning according to user data feedback, and updating the rule of the object label, the house type label and the house type corresponding to the object, thereby better combining the object and the house type.
Preferably, after the customer selects the construction scheme, the designer sends the design scheme selected by the customer and the details of the selected materials through the cost detail module of the user terminal of the hiring party by the user terminal of the designer, and after the final completion, the customer can carry out field inspection, the designer sends an acceptance contract to the customer through the acceptance contract generation module.
Compared with the prior art, the invention provides an intelligent learning system for an indoor design method, which has the following beneficial effects:
the intelligent learning system for the indoor design method can dynamically modify the room size, angle and the like according to the designed room type through the dynamic editing module, has a budget module, can analyze the current design scheme in real time, calculate the ground and wall surface area and generate a product material list, can more accurately improve the matching degree through the matching module, and can accurately obtain the primitive aiming at the area of the indoor structure covered by the building material model, so that the total price of various building materials used in the actual indoor design can be accurately calculated, the user experience is further improved, a designer can build a 3D design scheme on line on a component through a platform, render a 2D high-definition effect picture in real time and communicate with a consumer in real time, a brand manufacturer can introduce attributes such as price brands and the like into a database to select to purchase, and the consumer can communicate with the designer on line through the platform, And making a scene module, designing and modifying a 3D scheme, ordering an order on line or purchasing commodities in the scheme by hands. And a path from a consumer to a manufacturer is opened, and the resource allocation is optimized.
Drawings
FIG. 1 is a schematic diagram of the system of 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.
Referring to fig. 1, an intelligent learning system for an indoor design method includes a designer user terminal and a hiring party data terminal, wherein the designer user terminal includes a data acquisition module, a data upload module, and the data upload module is connected to a data processing module through a network, the data processing module includes a database module, a matching module, a dynamic editing module, a budget module, and a display module, the real scene acquisition module is connected to the data processing module for acquiring indoor real scene images through a camera, the data transmission module is connected to the data processing module for transmitting image data acquired by the real scene acquisition module to the data processing module, the data processing module is connected to the real scene acquisition module, the data transmission module, the database module, the matching module, the dynamic editing module, the budget module, and the display module for processing and analyzing data acquired by the real scene acquisition module, the system comprises a data processing module, a database module, a dynamic editing module, a display module and a display module, wherein the data processing module is connected with the data processing module and used for providing an indoor style and building material model database, the matching module is connected with the data processing module and used for matching with preset design drawings in a design library according to indoor real scene information to generate different matching degrees, the dynamic editing module is connected with the data processing module and used for dynamically modifying an indoor design scheme on line, the budget module is connected with the dynamic editing module and used for analyzing the design scheme in the current scene, calculating the areas of the ground and the wall surface, inquiring the price of a currently placed product through a database system to generate a quotation for decorating budget, and the display module is connected with the data processing module and used for displaying the preset design drawings according to the matching degree.
In order to facilitate a user side to perform more intuitive observation, in this embodiment, it is preferable that the dynamic editing module includes a creating module, a naming module, a splitting module, and a rendering module, the creating module is configured to create a main scene model of a product, the main scene model includes a plurality of model objects corresponding to the product, the naming module is configured to add a unique ID number to each model object, the splitting module is configured to split each model object in the main scene into individual scenes, and the rendering module is configured to render the model objects at various angles according to an environment template to generate a product picture.
In order to determine the design draft and the construction material with the designer, in this embodiment, it is preferable that the hiring party user terminal is provided with a draft preview module, a cost detail module, a sample display module and a user evaluation module, the draft display module is used for matching a corresponding design scheme according to a matching module in the data processing module after the designer collects the completion data, and sending the design scheme to the hiring party user terminal, so that the hiring party can conveniently know the condition of the preliminary draft through the terminal, the hiring party can know the material to be used in the building through the sample display module in the hiring party user terminal after the design scheme is determined, then the designing party user terminal can quickly pre-calculate the rough material and cost through the budget module, the hiring party user terminal can know the material quantity and the price through the cost detail module, and finally the hiring party can know the user evaluation module arranged in the hiring party user terminal, and evaluating the service in the process.
In order to facilitate the user end to select a proper material, in this embodiment, it is preferable that the product input port of the sample display module is disposed on the user terminal of the designer and stored in the data storage module, the designer uploads the supplier products of different products to the database through the data upload module, so that the employer can select various materials, and the designer needs to put the product shelf and the product specification attributes of each product supplier into the database.
In order to make the hiring user side more intuitively see the draft effect, in this embodiment, it is preferable that the data processing module is respectively connected with the brand business side, the manufacturer side, the designer side and the consumer side, and includes a resource manager, a modular scene editor, a scheme editor, a rule base, a tag base and a model algorithm, the resource manager includes a component base, a material base, a light effect base, an object base and a commodity base, the modular scene editor includes an object importing module, a data interface module, a graphic interaction engine and a renderer, and the dynamic editing module includes a creating module, a naming module, a splitting module and a rendering module.
In order to facilitate the docking and material selection between the manufacturer and the hiring client, in this embodiment, preferably, the manufacturer is connected to a database in the data processing module, the resource manager uploads the component 3D structural parameters and the material mapping structural parameters to a component library and a material library in the database, the designer is connected to the server, the resource manager uploads the set illumination template parameters, the components, the materials and the light effects are combined according to the rules in the rule library, the objects are made and stored, the object or the object combination and the illumination template are imported by the modular scene editor, the objects and the illumination are combined according to the rules in the rule library and the labels in the label library to make a scene module, the user type is imported and edited by the scheme editor, the user type, the scene and the illumination are combined according to the rules in the rule library and the labels in the label library, and 3D design schemes are manufactured, can be stored and sent in real time, the 3D design schemes are rendered through the rendering module to generate 2D high-definition effect graphs, and the graphs are conducted to a draft preview module of a user terminal of an employment party in a data transmission mode.
In order to make the design according to the user preference, it is preferable in this embodiment that a user terminal of the hiring party is connected with the server, the user type is selected through the scheme editor, and scene combination is performed in combination with the rules recommended by the rule base, so that a 3D design scheme is built, stored and transmitted, the 3D design scheme is rendered to obtain a 2D high-definition effect diagram, and the 2D high-definition effect diagram is stored and transmitted to the user terminal of the designing party, which can be designed according to the user preference.
In order to make the employment user end more intuitive to see the draft effect, in the embodiment, it is preferable that the data processing module is used for processing the imported data, and the component model, the material and the light effect are combined into an object model, the component model and the object model are associated with an attribute label, the modularized scene editor is led into the object or the object combination and the illumination template, combining objects and illumination according to the rules of a rule base and the labels of a label base, manufacturing a scene module, constructing a 3D design scheme by a dynamic editing module through the combination of the scene module and the illumination module, respectively connecting the rule base with a resource manager, a modularized scene editor and a scheme editor, the system is used for storing the rules of the objects corresponding to the objects, the rules of the house types corresponding to the object combinations, the rules of the objects corresponding to the illumination templates, the rules of the object combinations corresponding to the illumination templates and the rules of the house types corresponding to the illumination templates.
In order to classify various materials and facilitate the user to employ the user to search for suitable materials, in this embodiment, the preferred implementation method for combining and disassembling the objects is as follows: the method comprises the following steps of calculating the matching degree of the object and the object in combination according to the rule of the object corresponding to the object and the object label, performing machine learning according to user data feedback, and updating the rule of the object label, the object combination label and the object corresponding to the object, so that the object and the object are better combined, and the object and the house type are combined and disassembled according to the following steps: and calculating the matching degree of the combination of the object and the house type according to the rule of the house type corresponding to the object, the object label and the house type label, performing machine learning according to user data feedback, and updating the rule of the object label, the house type label and the house type corresponding to the object, thereby better combining the object and the house type.
In order to protect the rights and interests of the designer and the constructor, in this embodiment, preferably, after the customer selects the construction scheme, the designer sends the design scheme selected by the customer and the details of the selected materials through the cost detail module of the user terminal of the hiring party through the user terminal of the designer, and after the final completion of the field inspection of the customer, the designer sends an acceptance contract to the customer through the acceptance contract generation module.
Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that changes, modifications, substitutions and alterations can be made in these embodiments without departing from the principles and spirit of the invention, the scope of which is defined in the appended claims and their equivalents.
Claims (10)
1. An indoor design method intelligent learning system, includes designer user terminal and hiring party data terminal, its characterized in that: the designer user terminal comprises a data acquisition module, a data uploading module, the data uploading module is connected to a data processing module through a network, the data processing module comprises a database module, a matching module, a dynamic editing module, a budget module and a display module, the live-action acquisition module is connected with the data processing module and used for acquiring indoor live-action images through a camera, the data transmission module is connected with the data processing module and used for sending image data acquired by the live-action acquisition module to the data processing module, the data processing module is connected with the live-action acquisition module, the data transmission module, the database module, the matching module, the dynamic editing module, the budget module and the display module and used for processing and analyzing data acquired by the live-action acquisition module and scheduling each module to normally work, and the database module, the system comprises a data processing module, a matching module, a dynamic editing module, a budget module and a display module, wherein the data processing module is connected with the data processing module and used for matching with preset design drawings in a design library according to indoor real scene information to generate different matching degrees, the dynamic editing module is connected with the data processing module and used for dynamically modifying indoor design schemes on line, the budget module is connected with the dynamic editing module and used for analyzing the design schemes in the current scene, calculating the areas of the ground and the wall surface, inquiring the price of products placed at present through a database system and generating a quotation of decoration budget, and the display module is connected with the data processing module and used for displaying the preset design drawings according to the matching degrees.
2. The intelligent learning system for indoor design methods according to claim 1, characterized in that: the dynamic editing module comprises a creating module, a naming module, a splitting module and a rendering module, wherein the creating module is used for creating a main scene model of a product, the main scene model comprises a plurality of model objects corresponding to the product, the naming module is used for adding a unique ID number to each model object, the splitting module is used for splitting each model object in the main scene into separate scenes, and the rendering module is used for rendering the model objects at various angles according to an environment template so as to generate a product picture.
3. The intelligent learning system for indoor design methods according to claim 1, characterized in that: the system comprises a hiring party user terminal, a draft preview module, a cost detail module, a sample display module and a user evaluation module, wherein the draft display module is used for matching a corresponding design scheme according to a matching module in a data processing module after a designer collects data, and sending the design scheme to the hiring party user terminal, so that the hiring party can conveniently know the condition of a primary draft through the terminal, the sample display module in the hiring party user terminal can be used by the hiring party after the design scheme is determined, materials to be used in a building can be known, then the design party user terminal can pass through a budget module, rough materials and cost can be rapidly pre-calculated, the hiring party user terminal can know the quantity and the price of the materials through the cost detail module, and finally the hiring party can evaluate services in the process through the user evaluation module arranged in the hiring party user terminal.
4. The intelligent learning system for indoor design methods according to claim 3, wherein: the product input port of the sample display module is arranged on a designer user terminal and is stored in the data storage module, the designer uploads the supplier products of different products to the database through the data uploading module, and the designer can select various materials and put the product form frame and the product specification attributes of each product supplier into the database.
5. The intelligent learning system for indoor design methods according to claim 4, wherein: the data processing module is respectively connected with the brand business end, the manufacturer end, the designer end and the consumer end and comprises a resource manager, a modularized scene editor, a scheme editor, a rule base, a label base and a model algorithm, the resource manager comprises a component base, a material base, a light effect base, an object base and a commodity base, the modularized scene editor comprises an object import module, a data interface module, a graphic interaction engine and a renderer, and the dynamic editing module comprises a creation module, a naming module, a splitting module and a rendering module.
6. The intelligent learning system for indoor design methods according to claim 4, wherein: the manufacturer end is connected with a database in a data processing module, a resource manager uploads component 3D structural parameters and material mapping structural parameters to a component library and a material library in the database, a designer end is connected with a server, the resource manager uploads set illumination template parameters, components, materials and light effects are combined according to rules in the rule library to be manufactured into an article and stored, the article or the article combination and the illumination template are imported through a modularized scene editor, the article and the illumination are combined according to the rules in the rule library and labels in the label library to be manufactured into a scene module, a house type is imported and edited through a scheme editor, the house type, the scene and the illumination are combined according to the rules in the rule library and the labels in the label library to manufacture a 3D design scheme, the 3D design scheme can be stored and transmitted in real time, and a 2D effect diagram is generated through a rendering module, and conducting the data to a draft preview module of the user terminal of the hiring party by a data transmission mode.
7. The intelligent learning system for indoor design methods according to claim 4, wherein: the hiring party user terminal is connected with the server, the user type is selected through the scheme editor, scene combination is carried out by combining the rules recommended by the rule base, then a 3D design scheme is built, the 3D design scheme is stored and sent, a 2D high-definition effect picture is obtained by rendering the 3D design scheme, the 2D high-definition effect picture is stored and sent to the design party user terminal, and the design party user terminal can be designed according to the user preference.
8. The intelligent learning system of indoor design methods according to claim 7, characterized in that: the data processing module is used for processing imported data, combining a component model, materials and lighting effects into an object model, associating attribute labels with the component model and the object model, after the object or the object combination and a lighting template are imported by the modularized scene editor, combining the object and lighting according to the rules of the rule base and the labels of the label base, and making a scene module.
9. The intelligent learning system of indoor design methods according to claim 8, characterized in that: the method for combining and disassembling the objects comprises the following steps: the method comprises the following steps of calculating the matching degree of the object and the object in combination according to the rule of the object corresponding to the object and the object label, performing machine learning according to user data feedback, and updating the rule of the object label, the object combination label and the object corresponding to the object, so that the object and the object are better combined, and the object and the house type are combined and disassembled according to the following steps: and calculating the matching degree of the combination of the object and the house type according to the rule of the house type corresponding to the object, the object label and the house type label, performing machine learning according to user data feedback, and updating the rule of the object label, the house type label and the house type corresponding to the object, thereby better combining the object and the house type.
10. The intelligent learning system of indoor design methods according to claim 8, characterized in that: after the customer selects the construction scheme, the designer sends the design scheme selected by the customer and various details of the selected materials through a cost detail module of the user terminal of the hiring party by the user terminal of the designer, and after the final completion, the customer can carry out field inspection, and the designer sends an acceptance contract to the customer through an acceptance contract generation module.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110555873.9A CN113256377A (en) | 2021-05-21 | 2021-05-21 | Intelligent learning system for indoor design method |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110555873.9A CN113256377A (en) | 2021-05-21 | 2021-05-21 | Intelligent learning system for indoor design method |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN113256377A true CN113256377A (en) | 2021-08-13 |
Family
ID=77183508
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202110555873.9A Withdrawn CN113256377A (en) | 2021-05-21 | 2021-05-21 | Intelligent learning system for indoor design method |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN113256377A (en) |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113538116A (en) * | 2021-09-16 | 2021-10-22 | 广州诗尼曼家居股份有限公司 | Door type household on-line customized one-key quotation system and method |
| CN113805549A (en) * | 2021-09-22 | 2021-12-17 | 和能人居科技(天津)集团股份有限公司 | Intelligent manufacturing control method and management and control system |
| CN113850647A (en) * | 2021-09-27 | 2021-12-28 | 河南帅太整体定制家居有限公司 | Intelligent system for customizing household articles |
-
2021
- 2021-05-21 CN CN202110555873.9A patent/CN113256377A/en not_active Withdrawn
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113538116A (en) * | 2021-09-16 | 2021-10-22 | 广州诗尼曼家居股份有限公司 | Door type household on-line customized one-key quotation system and method |
| CN113538116B (en) * | 2021-09-16 | 2022-03-22 | 广州诗尼曼家居股份有限公司 | Door type household on-line customized one-key quotation system and method |
| CN113805549A (en) * | 2021-09-22 | 2021-12-17 | 和能人居科技(天津)集团股份有限公司 | Intelligent manufacturing control method and management and control system |
| CN113850647A (en) * | 2021-09-27 | 2021-12-28 | 河南帅太整体定制家居有限公司 | Intelligent system for customizing household articles |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN113256377A (en) | Intelligent learning system for indoor design method | |
| KR102272650B1 (en) | System for providing virtual reality based interior service using three-dimentional space reconstruction | |
| KR102222319B1 (en) | Interior finishing material customized design provision system and service method | |
| US20230260229A1 (en) | Generating Augmented Reality Prerenderings Using Template Images | |
| CN106600711A (en) | Virtual decoration method, apparatus, and system | |
| CN108710749B (en) | Intelligent curtain information management system | |
| CN105117778A (en) | Furniture customization system based on Internet | |
| US20150228002A1 (en) | Apparatus and method for online search, imaging, modeling, and fulfillment for interior design applications | |
| US20180005456A1 (en) | System and method for generating photorealistic visuals of a customized scenario | |
| JP7274769B2 (en) | Spatial design coordinating system, spatial design coordinating method and program | |
| CN112699443A (en) | Decoration scheme generation method, storage medium, electronic device and system | |
| US11604905B1 (en) | Smart render design tool and method | |
| KR20220103470A (en) | Device for providing product request service | |
| KR20020030976A (en) | Interior modeling method for using internet and thereof wide interior network system | |
| US20170103436A1 (en) | Coordination server, coordination system, and coordination method | |
| KR102086957B1 (en) | Furniture distribution operation system and method | |
| KR20220105978A (en) | Method of providing market service based on product request device | |
| KR20220105976A (en) | Record media with programs for implementing product commissioning and creation services | |
| Wang et al. | Entities’ representation modes and their communication effects in collaborative design for SMEs | |
| Mengoni et al. | Toward an integrated platform to support contract furniture industry | |
| KR20220103442A (en) | Method for providing product request service device | |
| KR20220103473A (en) | Device for product production request and estimate calculation service provision | |
| KR20220103412A (en) | Recording Medium | |
| KR20220103459A (en) | Method for product production request and quotation calculation service providing device operation | |
| KR20220103451A (en) | Method for providing product request service device |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| WW01 | Invention patent application withdrawn after publication | ||
| WW01 | Invention patent application withdrawn after publication |
Application publication date: 20210813 |