CN109408954B - Indoor design method and device applied to electronic commerce - Google Patents
Indoor design method and device applied to electronic commerce Download PDFInfo
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- CN109408954B CN109408954B CN201811236720.2A CN201811236720A CN109408954B CN 109408954 B CN109408954 B CN 109408954B CN 201811236720 A CN201811236720 A CN 201811236720A CN 109408954 B CN109408954 B CN 109408954B
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Abstract
The invention provides an indoor design method and device applied to an electronic commerce, wherein the method comprises the following steps: acquiring decoration preference information of a user and house attribute information of the user, wherein the house attribute information of the user at least comprises house type information; acquiring target decoration commodity selected by a user, and determining a target room corresponding to the target decoration commodity from house type information; according to the decoration preference information of the user, configuring corresponding decoration elements for the target decoration commodity in the target room; configuring position information of target decoration commodities and decoration elements based on the size of the target room, the pattern of the target room and house orientation information to form a design model of the target room; rendering the design model to obtain a rendered design model. According to the embodiment of the invention, the trial-assembled commodity is automatically designed and rendered to enter home, so that a beautiful future life scene after the target decoration commodity is purchased is more intuitively displayed, and the experience of a user is improved.
Description
Technical Field
The invention relates to the technical field of electronic commerce, in particular to an indoor design method and device applied to electronic commerce.
Background
At present, the electronic commerce has been developed into one of the mainstream shopping channels, and the coverage range of the electronic commerce is also in continuous expansion, so that the comprehensive electronic commerce platform is expanded in variety, and the emerging electronic commerce in the vertical field is continuously born. The fields of home, building materials, indoor designs, decoration and the like are also stepped on by the electronic commerce, and the dependence of the industry on the electronic commerce is continuously enhanced. As is well known, in the fields of home, building materials, indoor designs, decoration and the like, the requirement of users on experience is very high, however, most of current electronic commerce cannot meet the requirement that users experience before purchasing commodities, and further the yield of related commodities on an electronic commerce platform is limited.
In the prior art, in order to improve the above-mentioned form, some e-commerce platforms provide tools or interface tools for online indoor design and rendering panoramic images/effect images, which can enable customers to complete indoor design by manual operation entirely or partially, but in these processes, customers need not only professional knowledge and skills of related operation software, but also more professional creative and creation capabilities, so that the application mode threshold is higher, the efficiency is lower, and personalized design experience cannot be provided for customers conveniently and rapidly.
Disclosure of Invention
Therefore, the invention aims to provide an indoor design method and device applied to electronic commerce, and the personalized design experience of customers is improved by fitting commodity home.
In a first aspect, an embodiment of the present invention provides an indoor design method applied to an electronic commerce, including:
acquiring decoration preference information of a user and house attribute information of the user, wherein the house attribute information of the user at least comprises house type information;
acquiring target decoration commodity selected by the user, and determining a target room corresponding to the target decoration commodity from the house type information;
according to the decoration preference information of the user, configuring corresponding decoration elements for the target decoration commodity in the target room;
configuring position information of the target decorative commodity and the decorative element based on the size of the target room, the pattern of the target room and the house orientation information to form a design model of the target room;
and rendering the design model to obtain a rendered design model.
With reference to the first aspect, an embodiment of the present invention provides a first possible implementation manner of the first aspect, where, according to decoration preference information of the user, in the target room, a corresponding decoration element is configured for the target decorated commodity, and specifically includes:
And inquiring a pre-stored indoor design rule according to the function of the user for determining the target room, the size of the target room, the pattern of the target room and the target decoration commodity contained in the decoration preference information, and acquiring a decoration element corresponding to the target decoration commodity, wherein the indoor design rule is a mapping relation between the room function, the size of the room, the pattern of the room and the decoration commodity and the decoration element acquired from the existing indoor design scheme by using a machine learning method.
With reference to the first possible implementation manner of the first aspect, the embodiment of the present invention provides a second possible implementation manner of the first aspect, wherein the indoor design rule further includes mapping relationship between house orientation information, position information of a decoration commodity and position information of a decoration element, and the configuring the position information of the target decoration commodity and the decoration element based on the size of the target room, the pattern of the target room and the house orientation information specifically includes:
inquiring the indoor design rule according to the size of the room, the pattern of the room and the house orientation information corresponding to the target room, and acquiring the mapping relation between the position information of the decoration commodity in the target room and the position information of the decoration element;
Inquiring the position information of the target decoration commodity and the position information of the decoration element corresponding to the target decoration commodity from the acquired mapping relation;
and setting coordinate position information of the target decoration commodity and the decoration element in the target room according to the room size of the target room and the queried position information of the target decoration commodity and the position information of the decoration element corresponding to the target decoration commodity, so as to obtain the design model.
With reference to the first aspect, the first possible implementation manner or the second possible implementation manner of the first aspect, the embodiment of the present invention provides a third possible implementation manner of the first aspect, wherein after the forming the design model of the target room, before rendering the design model, the method further includes:
acquiring material information of the target decoration commodity and decoration elements corresponding to the target decoration commodity in the design model;
the rendering of the design model specifically includes:
rendering the target decorative commodity in the design model according to the acquired material information of the target decorative commodity;
And rendering the decoration elements in the design model according to the acquired material information of the decoration elements.
With reference to the first aspect, the first possible implementation manner or the second possible implementation manner of the first aspect, the embodiment of the present invention provides a fourth possible implementation manner of the first aspect, wherein after the rendering of the design model, the method further includes:
aiming at each target to be adjusted in the rendered design model, polishing the target to be adjusted by adopting a spotlight along the horizontal direction to obtain the main color tone of the target to be adjusted, wherein the target to be adjusted comprises target decoration commodity and decoration elements;
according to the obtained main color tone and a preset main color tone threshold value, adjusting the angle of the spotlight for shining;
determining a divergence mode of the spotlight for shining according to the adjusted angle of the spotlight for shining and a preset light domain network file;
according to the adjusted angle of the spotlight to shine and the divergence mode of the spotlight to shine, shining the target to be adjusted until the difference value between the obtained main color tone of the target to be adjusted and the preset main color tone threshold value is smaller than the preset difference value threshold value;
And taking the angle of the final adjusted spotlight to perform lighting and the divergence mode of the spotlight to perform lighting as the light supplementing mode of the target to be adjusted so as to supplement light to the target to be adjusted in the rendered design model.
In a second aspect, an embodiment of the present invention further provides an indoor design apparatus applied to an electronic commerce, including:
the system comprises an acquisition module, a display module and a display module, wherein the acquisition module is used for acquiring decoration preference information of a user and house attribute information of the user, and the house attribute information of the user at least comprises house type information;
the acquisition determining module is used for acquiring the target decoration commodity selected by the user and determining a target room corresponding to the target decoration commodity from the house type information;
the design module is used for configuring corresponding decoration elements for the target decoration commodity in the target room according to the decoration preference information of the user;
the system comprises a target room, a pattern of the target room, house orientation information, position information of the target decoration commodity and the decoration element, and a design model of the target room, wherein the target room is formed by the position information of the target decoration commodity and the decoration element;
and the rendering module is used for rendering the design model to obtain a rendered design model.
With reference to the second aspect, an embodiment of the present invention provides a first possible implementation manner of the second aspect, where the design module includes:
and the inquiring and matching unit is used for inquiring a pre-stored indoor design rule according to the function of the user for determining the target room, the size of the target room, the pattern of the target room and the target decoration commodity contained in the decoration preference information, and acquiring a decoration element corresponding to the target decoration commodity, wherein the indoor design rule is a mapping relation between a room function, the size of the room, the pattern of the room and the decoration commodity and the decoration element acquired from the existing indoor design scheme by using a machine learning method.
With reference to the second aspect, an embodiment of the present invention provides a second possible implementation manner of the second aspect, where the indoor design rule further includes a mapping relationship between house orientation information, position information of a decoration article, and position information of a decoration element, and the design module further includes:
the position acquisition unit is used for inquiring the indoor design rule according to the size of the room, the pattern of the room and the house orientation information corresponding to the target room and acquiring the mapping relation between the position information of the decoration commodity in the target room and the position information of the decoration element;
The position inquiring unit is used for inquiring the position information of the target decoration commodity and the position information of the decoration element corresponding to the target decoration commodity from the acquired mapping relation;
and the position setting unit is used for setting the coordinate position information of the target decoration commodity and the decoration element in the target room according to the room size of the target room and the inquired position information of the target decoration commodity and the position information of the decoration element corresponding to the target decoration commodity, so as to obtain the design model.
In a third aspect, embodiments of the present invention provide a computer device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, the processor implementing the steps of the method of any one of the first aspects when the computer program is executed.
In a fourth aspect, an embodiment of the present invention provides a computer-readable storage medium, on which a computer program is stored, characterized in that the computer program, when being executed by a processor, performs the steps of the method according to any one of the first aspects above.
According to the indoor design method and device for the E-commerce, the design model can be generated according to the acquired decoration preference information of the user, the house attribute information of the user and the target decoration commodity selected by the user, and the design model is rendered, so that the user can visually see the design effect.
In order to make the above objects, features and advantages of the present invention more comprehensible, preferred embodiments accompanied with figures are described in detail below.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings that are needed in the embodiments will be briefly described below, it being understood that the following drawings only illustrate some embodiments of the present invention and therefore should not be considered as limiting the scope, and other related drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
Fig. 1 shows a flow chart of an indoor design method applied to an electronic commerce according to an embodiment of the present invention;
FIG. 2 is a schematic flow chart of a method for generating a design model according to indoor design rules according to an embodiment of the present invention;
FIG. 3 is a flowchart of a method for obtaining a design model by weighting scores according to an embodiment of the present invention;
FIG. 4 is a flow chart of a rendering method according to an embodiment of the present invention;
fig. 5 shows a schematic flow chart of a polishing method according to an embodiment of the present invention;
fig. 6 shows a schematic structural diagram of an indoor design device applied to an electronic commerce according to an embodiment of the present invention;
fig. 7 is a schematic structural diagram of a computer device applied to indoor design of an electronic commerce according to an embodiment of the present invention.
Detailed Description
For the purpose of making the objects, technical solutions and advantages of the embodiments of the present invention more apparent, the technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention, and it is apparent that the described embodiments are only some embodiments of the present invention, not all embodiments. The components of the embodiments of the present invention generally described and illustrated in the figures herein may be arranged and designed in a wide variety of different configurations. Thus, the following detailed description of the embodiments of the invention, as presented in the figures, is not intended to limit the scope of the invention, as claimed, but is merely representative of selected embodiments of the invention. All other embodiments, which can be made by a person skilled in the art without making any inventive effort, are intended to be within the scope of the present invention.
Considering that in the prior art, when a user purchases a commodity, a part of online indoor design modes provided by an e-commerce platform require a customer to conduct autonomous design in a manual mode, and the mode requires the customer to have certain expertise and skills, so that the efficiency is low, and personalized design experience cannot be provided for the customer conveniently and rapidly. Based on the above, the embodiment of the invention provides an indoor design method and system applied to an electronic commerce, and the following description is made by the embodiment.
Referring to the embodiment shown in fig. 1, an indoor design method applied to an e-commerce is provided in this embodiment, and the method is applied to a processor or a server, where the server may also be a server cluster or the like. The method comprises the following steps:
s101, acquiring decoration preference information of a user and house attribute information of the user, wherein the house attribute information of the user at least comprises house type information.
The user's decorative preference information includes, but is not limited to: indoor design style liked by the user, personal interests of the user (such as user liked sports, reading books, etc.), and other information (such as character information of the user, and judging the user liked warm color system, extremely simple style, solid wood furniture, etc.) which can indirectly reflect the indoor design attribute liked by the user.
The above-mentioned user house attribute information includes, but is not limited to: house type information (such as two rooms, one hall, one guard, 100 square meters in area, etc.), house orientation information (such as facing the sun), etc.
The indoor design style described above may include, but is not limited to: modern conciseness style, northern Europe style, new Chinese style, traditional European style, and the like.
S102, acquiring the target decoration commodity selected by the user, and determining a target room corresponding to the target decoration commodity from the house type information.
In this embodiment, the user may input decoration preference information and user house attribute information of the user by selecting options or inputting text on a web page of the client, and the client sends the decoration preference information and the user house attribute information to the design device (the design device may be a processor or a server), and the design device performs indoor design according to the following steps.
In this embodiment, the web page may be a web page corresponding to a sales platform of a furniture or decoration enterprise, or a web page corresponding to a shopping platform such as a cat, a panda, a jingdong, etc.
In this embodiment, the user may select the decoration commodity displayed on the web page of the client by selecting an option or inputting text on the web page of the client, where the decoration commodity selected by the user is the target decoration commodity, and the user may select one or more decoration commodities, and further the number of the target decoration commodities may be one or more; the client transmits information (such as commodity name, style of commodity) of target decoration commodity selected by user to design device (processor or server), design device (processor or server) determines which room to place the target decoration commodity selected by user in according to house type information input by user, and the room where the target decoration commodity is placed is the target room.
Illustratively, the user's client web page inputs or selects his own decoration preference information as: european style, love to read books, like warm color system; the house attribute information of the user input or selected on the web page of the client is as follows: two rooms, one hall, one guard, facing the sun; the user inputs or selects the commodity which the user wants to purchase on the client web page as follows: a wardrobe; the processor or the server makes a judgment and determines to place the commodity (wardrobe) selected by the user in the two rooms as a bedroom (the bedroom in which the wardrobe is placed is the target room at this time) according to the commodity (wardrobe) selected by the user on the shopping platform and house type information (two rooms one hall one guard) of the user.
S103, according to the decoration preference information of the user, configuring corresponding decoration elements for the target decoration commodity in the target room.
The decoration element is an object or commodity matched with the target decoration commodity selected by the user according to the target decoration commodity selected by the user and a preset indoor design rule by the design device, and the decoration material database selected by the user in the indoor design style is searched.
After determining that the decoration commodity selected by the user is placed in the corresponding target room, the processor or the server screens a decoration material database corresponding to the indoor design style selected by the user according to the decoration preference information of the user, including the indoor design style preferred by the user and the personal interest of the user (and other information capable of indirectly reflecting the indoor design attribute preferred by the user), and configures corresponding decoration elements for the decoration commodity selected by the user in the target room according to the preset indoor design rule.
In an optional embodiment of the present application, in step S103, the configuring, according to the decoration preference information of the user, a corresponding decoration element for the target decoration commodity in the target room specifically includes the following steps:
a10, inquiring a pre-stored indoor design rule according to the function of the user for determining the target room, the size of the target room, the pattern of the target room and the target decoration commodity contained in the decoration preference information, and acquiring a decoration element corresponding to the target decoration commodity, wherein the indoor design rule is a mapping relation between a room function, the size of the room, the pattern of the room and the decoration commodity and the decoration element acquired from an existing indoor design scheme by using a machine learning method.
The indoor design rule is generated by a processor or a server according to the existing indoor design scheme by adopting a machine learning method and mainly comprises room functions, room sizes, room patterns and corresponding mapping relations between different decoration commodities and decoration elements under different indoor design styles.
The processor or the server matches the user-selected commodity with corresponding decoration elements according to the function, the size and the pattern of the target room and the user-selected commodity at the client interface (the decoration elements are objects or commodities matched with the user-selected target decoration commodity according to the user-selected target decoration commodity and the indoor design rule by the design device), and searches a decoration material database in the indoor design style selected by the user according to the user-selected target decoration commodity and the indoor design rule.
Illustratively, the user enters or selects decoration preference information on the client web page as: european style, love to read books, like warm color system; the house attribute information of the user input or selected on the web page of the client is as follows: two rooms, one hall, one guard, facing the sun; the user inputs or selects the goods which the user wants to purchase on the shopping platform as follows: a television set; the processor or the server judges and determines that the commodity (television) selected by the user is placed in the living room according to the indoor design rule according to the commodity (television) which the user wants to purchase on the shopping platform and house type information (two rooms one room) of the user, and inquires an European style decoration material database according to the indoor design rule and the indoor design style (European style) information of the user and selects European style decoration elements (television cabinets, sofas, tea tables and the like) matched with the television.
And S104, configuring the position information of the target decoration commodity and the decoration element based on the size of the target room, the pattern of the target room and the house orientation information, and forming a design model of the target room.
The indoor design rule is generated by a processor or a server according to an existing indoor design scheme by adopting a machine learning method, and mainly comprises room functions, room sizes, room patterns, corresponding mapping relations between different decoration commodities and decoration elements under different indoor design styles, and position information between different decoration commodities and decoration elements under different house orientations.
For example: the user inputs or selects decoration preference information, house attribute information of the user and target decoration commodity selected by the user at the client, wherein the decoration preference information of the user comprises: indoor design style liked by the user, personal interests of the user (such as user liked sports, reading books, etc.), and other information capable of indirectly reflecting indoor design attributes liked by the user (such as user's personality display user liked warm color system, extremely simple style, solid wood furniture, etc.); user house attribute information (e.g., morning sun, two rooms, one hall, one guard, etc.); the target decoration commodity selected by the user is as follows: furniture (such as sofas, beds, bookcases, etc.), home decorations (such as hanging pictures, carpets, etc.), home appliances (such as televisions, air conditioners, etc.), building materials (such as floor tiles, hand pools, custom cabinets, etc.); the client transmits the information to a processor or a server, the processor or the server determines a room in which the target decoration commodity selected by the user is placed according to the target decoration commodity selected by the user and house type information (determines the room in which the target decoration commodity is placed as a target room), the processor or the server searches an indoor design style database according to indoor design style information in the decoration preference information of the user, searches a decoration material database corresponding to the indoor design style, searches the decoration material database according to the decoration commodity selected by the user, and selects decoration elements matched with the decoration commodity selected by the user (the decoration elements refer to decoration materials matched with the target decoration commodity selected by the user according to the indoor design style of the user and the target decoration commodity selected by the user). After the decoration elements are allocated to the commodity selected by the user, the processor or the server adjusts the position relation between the target decoration commodity and the decoration elements according to the size of the target room, the pattern of the room, the direction of the room and the indoor design rule, so that a better design is obtained, and a design model of the target house is formed.
In an optional embodiment of the present application, the indoor design rule further includes mapping relationship between house orientation information, position information of a decoration article, and position information of a decoration element. Fig. 2 is a flowchart of a method for generating a design model according to an indoor design rule according to an embodiment of the present application, and referring to fig. 2, in the above step S104, the position information of the target decorative article and the decorative element is configured based on the size of the target room, the pattern of the target room, and the house orientation information, so as to form the design model of the target room, which specifically includes the following steps a20-a22:
a20, inquiring the indoor design rule according to the size of the room, the pattern of the room and the house orientation information corresponding to the target room, and acquiring the mapping relation between the position information of the decoration commodity in the target room and the position information of the decoration element.
Illustratively, the target decorative merchandise selected by the user according to the merchandise displayed on the client web page is: a bed; the processor or server determines that the commodity (bed) selected by the user is placed in the room identified as the bedroom based on the target decorative commodity (bed) selected by the user and house type information (two rooms one hall one guard); the processor or the server extracts the European style decoration materials from the decoration material database according to the indoor design style information (European style) of the user, and matches corresponding decoration elements (such as a bedside cupboard, a wardrobe and the like) for the decoration commodity (bed) selected by the user in the extracted European style decoration material database according to the commodity (bed) selected by the user and the indoor design rule; and the processor or the server queries and obtains the position mapping relation among the bed, the bedside cabinet, the wardrobe and the like in the indoor design rule according to the size, the pattern, the orientation and the indoor design rule of the bedroom.
A21, inquiring the position information of the target decoration commodity and the position information of the decoration element corresponding to the target decoration commodity from the acquired mapping relation.
After the position mapping relation among the bed, the bedside cabinet, the wardrobe and the like in the indoor design rule is inquired, the position information of the target decoration commodity (bed) and the position information of the decoration element (bedside cabinet, wardrobe) corresponding to the target decoration commodity (bed) are extracted from the position mapping relation
A22, setting coordinate position information of the target decoration commodity and the decoration element in the target room according to the room size of the target room and the inquired position information of the target decoration commodity and the position information of the decoration element corresponding to the target decoration commodity, and obtaining the design model.
Illustratively, the processor or server inputs or selects decoration preference information at the client based on the user: european style, love books, like warm color system; the attribute information of the user house is as follows: two rooms, one hall, one sanitation and one morning sun; the target decoration commodity selected by the user according to the commodity displayed on the web page of the client is as follows: a bed; the processor or server determines that the commodity (bed) selected by the user is placed in the room identified as the bedroom based on the target decorative commodity (bed) selected by the user and house type information (two rooms one hall one guard); the processor extracts the European style decoration materials from the decoration material database according to the indoor design style information (European style) of the user, and matches corresponding decoration elements (such as a bedside cupboard, a wardrobe and the like) in the extracted European style decoration material database according to the goods (beds) selected by the user and the indoor design rules; the processor or server configures the positional relationship between the decorative article (bed) and the decorative element (bedside table, wardrobe, etc.) selected by the user according to the size, pattern, orientation, and interior design rules of the bedroom, for example: the bedside cabinet is placed by a bed, the wardrobe is placed by a wall, the bedside cabinet is placed by a wall, and the like, and the processor or the server adjusts the position relation between a target decoration commodity (bed) and decoration elements (bedside cabinet and wardrobe) according to the size of a target room, the pattern of the room, the direction of the room and the indoor design rule, so that a better design is obtained, and a design model of the target house is formed.
In an optional embodiment of the present application, the above step of obtaining the design model further includes the following steps a30-a32, and specifically, fig. 3 is a flowchart of a method for obtaining the design model by scoring and weighting, which is provided in the embodiment of the present application, and is shown in fig. 3:
a30, setting coordinate position information of the target decoration commodity and the decoration element in the target room according to the size of the target room, the pattern of the target room and the orientation information of the room, and obtaining a plurality of initial design models.
A31, counting the weighted value of the attribute matching scores between each target decoration commodity and the corresponding decoration element according to each initial design model.
A32, sorting weighted values of the plurality of initial design models to obtain the design models.
Illustratively, the attribute matching relationship of the target decorative article and the corresponding decorative element is scored according to the plurality of initial design models formed above, for example: when the decoration commodity selected by the user is a bedside table, matching the bedside table with a bed of a corresponding style according to the indoor design rule, when the bedside table is placed by the bed, one side of the bed is placed by the wall, and when the bedside table is placed by the wall, grading and weighting the matching according to the indoor design style and the indoor design rule favored by the user to obtain 98 points; when the bedside table is placed by leaning on the bed, the bed is not leaning on the wall, but the bedside table is leaning on the wall, the matching is scored and weighted according to the indoor design style and the indoor design rule of the user, and 88 points are obtained; when the bedside table is placed by leaning on the bed, the bed is not leaning on the wall, and the bedside table is not leaning on the wall, the matching is scored and weighted according to the indoor design style and the indoor design rule of the user to obtain 78 points; when the bedside table is not placed by the bed, the bed is not placed by the wall, and the bedside table is not placed by the wall, the matching score is weighted according to the indoor design style and the indoor design rule of the user to obtain 68 points. The four collocation and placement modes are ranked from high to low, and a design model with a front grading is selected, so that the placement modes of the bedside table, the bed, the side of the bed and the bedside table are placed by the wall are screened out.
In this embodiment, an existing indoor design scheme is learned by adopting a machine learning method to obtain an indoor design rule, when a user selects an indoor design style and a decoration commodity, a processor or a server matches corresponding decoration elements according to the indoor design style and the decoration commodity selected by the user and automatically sets the position relationship between the decoration commodity and the decoration element according to an indoor design rule database formed by machine learning, so as to obtain a design model, and obtains an optimal design model according to a weighted scoring method, so that the overall design effect is best. The automatic design process is executed by a processor or a server, human participation is not needed, and a user only needs to fill in own requirements, so that interaction is simple and friendly, and an optimal design model is obtained efficiently.
And S105, rendering the design model to obtain a rendered design model.
In this embodiment, after the weighted values of the plurality of initial design models are ranked from high to low, the top N (e.g., top three, top five, etc.) design models with higher scores may be rendered, or the design model with the highest score may be rendered, so as to push a more optimized design model to the user.
In an optional embodiment of the present application, after the step S104, before the step S105, the method further includes a step a40:
and A40, acquiring the target decoration commodity and the material information of the decoration element corresponding to the target decoration commodity in the design model.
The obtaining the material information of the target decoration commodity and the decoration element corresponding to the target decoration commodity in the design model at least comprises the following two modes:
the first way is: the texture information (such as color and texture information) of the target decorative commodity is one texture (such as color and texture information) in the merchant database selected by the user according to the commodity displayed on the client web interface, and may be a plurality of textures (such as color and texture information).
The target decoration commodity selected by the user according to the commodity displayed on the web page of the client is provided with material information (information such as color, texture and the like), and the generated design model comprises coordinate position information between the target decoration commodity and decoration elements and comprises material information (information such as color, texture and the like) of the target decoration commodity and the decoration elements.
Before generating the design model, the material information of the target decoration commodity needs to be extracted, the material information of the target decoration commodity is stored in a preset material database, the material information of the decoration element matched with the target decoration commodity is extracted, and the material information of the decoration element matched with the target decoration commodity is stored in the preset material database for rendering.
The second way is: when the target decoration commodity selected by the user according to the commodity displayed on the client web page does not have material information (such as color, texture and the like) (for example, the commodity displayed on the client web page does not have material information, a merchant can customize the commodity for the user according to the personalized requirements of the user), the processor or the server can match the decoration element of the corresponding style for the target decoration commodity according to the indoor design rule, the decoration preference information of the user, the room size, the room pattern, the room orientation and the like, and set the coordinate position information between the target decoration commodity and the decoration element.
The user selects a target decoration commodity according to the commodity displayed on the web page of the client, and the generated design model only comprises coordinate position information between the target decoration commodity and decoration elements, wherein the target decoration commodity does not have material information (information such as color, texture and the like).
Before the design model is generated, the material information (such as color and texture) of the target decoration commodity and the decoration element selected by the user is obtained from the material information of various decoration elements stored in advance in the material database, and the material information (such as color and texture) corresponding to all the decoration elements is stored in advance in the material database for rendering.
In this embodiment, the rendering the design model, specifically, fig. 4 is a schematic flow chart of a rendering method provided in this embodiment of the present application, and referring to fig. 4, the method specifically includes the following steps a42-a43:
and A42, rendering the target decoration commodity in the design model according to the acquired material information of the target decoration commodity.
A43, rendering the decoration elements in the design model according to the acquired material information of the decoration elements.
When the target decoration commodity selected by the user according to the commodity displayed on the web page of the client has material information (such as color, texture and the like), the processor or the server generates an optimal design model according to the indoor design rule and the decoration preference information of the user, wherein the design model not only comprises the position and the matching relation between the target decoration commodity and the decoration element, but also relates to the material information (such as color, texture and the like), before the rendering process, the material information data of the target decoration commodity selected by the user is required to be extracted and stored in a corresponding material database, then the decoration element is matched for the target decoration commodity (the target decoration commodity refers to the decoration commodity selected by the user according to the decoration material displayed by the client) according to the indoor design rule, and the position matching relation between the target decoration commodity and the decoration element is set, and the obtained design model is as follows: and (3) the coordinate position information among the target decoration commodity and the decoration elements and the material information data of the target decoration commodity and the decoration elements are weighted and scored to screen out an optimal design model. And then rendering the screened optimal design model, specifically rendering the target decoration commodity according to the material information data of the original target decoration commodity, and rendering the decoration element according to the stored material information data of the decoration element matched with the decoration commodity.
For example, when the target decorated article selected by the user according to the article displayed on the client web page does not have material information (information of color, texture, etc.), the processor or the server generates an optimal design model including only the position and matching relationship between the target decorated article and the decoration element according to the indoor design rule and the user decoration preference information, without involving the material information (information of color, texture, etc.). According to the indoor design rule, matching decoration elements for target decoration commodities (the target decoration commodities refer to decoration commodities selected by a user according to decoration materials displayed by a client), setting a position matching relation between the target decoration commodities and the decoration elements, and screening an optimal design model through weighting scoring, wherein the obtained design model is coordinate position information between the target decoration commodities and the decoration elements. And then rendering the screened optimal design model, and particularly rendering the target decoration commodity and decoration element selected by the user according to the material information of various decoration elements stored in advance in the material database.
In the above embodiment, the processor or the server sends the rendered design model to the client for display, and the client can play the design model to the user in a panoramic view, an effect image, a video file and the like, so that the user can intuitively see the whole design model, and user experience and purchase desire are improved.
In an optional embodiment of the present application, in the step S105, after the rendering of the design model, a lighting layout is further required, and fig. 5 is a schematic flow chart of a lighting method provided in the embodiment of the present application, and referring to fig. 5, the lighting method specifically includes the following steps a50-a54:
a50, aiming at each target to be adjusted in the rendered design model, polishing the target to be adjusted by adopting a spotlight along the horizontal direction to obtain the main color tone of the target to be adjusted, wherein the target to be adjusted comprises target decoration commodity and decoration elements.
A51, adjusting the polishing angle of the spotlight according to the obtained main color tone and a preset main color tone threshold value.
The horizontal lighting is performed by adopting the spotlight mode as a main light source, and the lighting angle of the spotlight is adjusted according to the main color tone of the rendered design model and the set threshold value of the main color tone of the design model.
A52, determining a divergence mode of the spotlight according to the adjusted spotlight lighting angle and a preset light domain network file.
The optical domain network file is a self-defined bitmap file.
And A53, polishing the target to be adjusted according to the adjusted polishing angle of the spotlight and the divergence mode of the spotlight, until the obtained difference value between the main color tone of the target to be adjusted and the preset main color tone threshold value is smaller than the preset difference value threshold value.
A54, taking the angle of the final adjusted spotlight to shine and the divergence mode of the spotlight to shine as the light supplementing mode of the target to be adjusted so as to supplement light to the target to be adjusted in the rendered design model.
In this embodiment, the foregoing lighting manner firstly adopts lighting in a horizontal direction of the spotlight mode as a main light source, then adjusts the lighting angle of the spotlight according to the main color tone of the rendered design model and a preset main color tone threshold value, determines the divergence mode of the spotlight lighting in the design model according to the spotlight lighting angle and a preset light domain network file, continuously lights the design model according to the divergence mode of the lighting angle and the lighting, finishes lighting until the difference between the main color tone of the design model and the preset main color tone threshold value is smaller than the preset difference value threshold value, and supplements the target decoration commodity and the matched decoration element in the design model by taking the lighting angle of the spotlight and the lighting emission mode of the last time as light supplementing modes.
According to the method for machine learning, the processor or the server performs design, rendering and polishing according to the user demands, the process does not need to be participated, the user can obtain a relatively preferred design model at the client only by filling or inputting own demands at the client, the process is simple in interaction and relatively high in efficiency, the home decoration effect of commodities selected by the user can be well displayed, and the experience of the user is improved.
In still another embodiment of the present application, there is provided an indoor design apparatus applied to a property, as shown with reference to fig. 6, the apparatus including:
the obtaining module 601 is configured to obtain decoration preference information of a user and house attribute information of the user, where the house attribute information of the user at least includes house type information.
The acquiring determining module 602 is configured to acquire the target decoration commodity selected by the user, and determine, from the house type information, a target room corresponding to the target decoration commodity.
And a design module 603, configured to configure corresponding decoration elements for the target decoration commodity in the target room according to the decoration preference information of the user.
And the system is used for configuring the position information of the target decoration commodity and the decoration element based on the size of the target room, the pattern of the target room and the house orientation information to form a design model of the target room.
And the rendering module 604 is configured to render the design model to obtain a rendered design model.
In a preferred embodiment of the present application, the design module 603 specifically further includes:
and the inquiring and matching unit is used for inquiring a pre-stored indoor design rule according to the function of the user for determining the target room, the size of the target room, the pattern of the target room and the target decoration commodity contained in the decoration preference information, and acquiring a decoration element corresponding to the target decoration commodity, wherein the indoor design rule is a mapping relation between a room function, the size of the room, the pattern of the room and the decoration commodity and the decoration element acquired from the existing indoor design scheme by using a machine learning method.
In a preferred embodiment of the present application, the indoor design rule further includes mapping relationship between house orientation information, position information of a decorated article, and position information of a decoration element, and the design module 603 further includes:
the position acquisition unit is used for inquiring the indoor design rule according to the size of the room, the pattern of the room and the house orientation information corresponding to the target room and acquiring the mapping relation between the position information of the decoration commodity in the target room and the position information of the decoration element;
the position inquiring unit is used for inquiring the position information of the target decoration commodity and the position information of the decoration element corresponding to the target decoration commodity from the acquired mapping relation;
and the position setting unit is used for setting the coordinate position information of the target decoration commodity and the decoration element in the target room according to the room size of the target room and the inquired position information of the target decoration commodity and the position information of the decoration element corresponding to the target decoration commodity, so as to obtain the design model.
Corresponding to an indoor design method applied to an electronic commerce in fig. 1, an embodiment of the present application further provides a computer device 700, as shown in fig. 7, where the device includes a memory 701, a processor 702, and a computer program stored in the memory 701 and capable of running on the processor 702, where the processor 702 implements the design and rendering methods when executing the computer program.
Specifically, the above memory 701 and the processor 702 can be general-purpose memories and processors, which are not limited herein, and when the processor 702 runs the computer program stored in the memory 701, the above design and rendering method can be executed, so that the problem that in the prior art, the application threshold of the tool or the interface tool for online indoor design and rendering of panoramic images/effect images provided by the electronic commerce is high and the user experience is poor is solved.
Corresponding to an indoor design method applied to an electronic commerce in fig. 1, the embodiment of the application further provides a computer readable storage medium, on which a computer program is stored, the computer program executing the steps of the design and rendering method when being executed by a processor. By adopting the machine learning method, the processor performs design, rendering and polishing according to the user demands, the process does not need to be participated manually, the user can obtain a relatively preferred design model at the client only by filling or inputting own demands at the client, the process is simple in interaction and relatively high in efficiency, the home decoration effect of the commodity selected by the user can be well displayed, and the experience of the user is improved.
The computer program product applied to the indoor design method of the electronic commerce provided by the embodiment of the invention comprises a computer readable storage medium storing program codes, wherein the instructions included in the program codes can be used for executing the method described in the method embodiment, and specific implementation can be seen from the method embodiment and will not be repeated here.
The device applied to indoor design of the electronic commerce provided by the embodiment of the invention can be specific hardware on equipment or software or firmware installed on the equipment and the like. The device provided by the embodiment of the present invention has the same implementation principle and technical effects as those of the foregoing method embodiment, and for the sake of brevity, reference may be made to the corresponding content in the foregoing method embodiment where the device embodiment is not mentioned. It will be clear to those skilled in the art that, for convenience and brevity, the specific operation of the system, apparatus and unit described above may refer to the corresponding process in the above method embodiment, which is not described in detail herein.
In the embodiments provided in the present invention, it should be understood that the disclosed apparatus and method may be implemented in other manners. The above-described apparatus embodiments are merely illustrative, for example, the division of the units is merely a logical function division, and there may be other manners of division in actual implementation, and for example, multiple units or components may be combined or integrated into another system, or some features may be omitted, or not performed. Alternatively, the coupling or direct coupling or communication connection shown or discussed with each other may be through some communication interface, device or unit indirect coupling or communication connection, which may be in electrical, mechanical or other form.
The units described as separate units may or may not be physically separate, and units shown as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of this embodiment.
In addition, each functional unit in the embodiments provided in the present invention may be integrated in one processing unit, or each unit may exist alone physically, or two or more units may be integrated in one unit.
The functions, if implemented in the form of software functional units and sold or used as a stand-alone product, may be stored in a computer-readable storage medium. Based on this understanding, the technical solution of the present invention may be embodied essentially or in a part contributing to the prior art or in a part of the technical solution, in the form of a software product stored in a storage medium, comprising several instructions for causing a computer device (which may be a personal computer, a server, a network device, etc.) to perform all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a random access Memory (RAM, random Access Memory), a magnetic disk, or an optical disk, or other various media capable of storing program codes.
It should be noted that: like reference numerals and letters in the following figures denote like items, and thus once an item is defined in one figure, no further definition or explanation of it is required in the following figures, and furthermore, the terms "first," "second," "third," etc. are used merely to distinguish one description from another and are not to be construed as indicating or implying relative importance.
Finally, it should be noted that: the above examples are only specific embodiments of the present invention, and are not intended to limit the scope of the present invention, but it should be understood by those skilled in the art that the present invention is not limited thereto, and that the present invention is described in detail with reference to the foregoing examples: any person skilled in the art may modify or easily conceive of the technical solution described in the foregoing embodiments, or perform equivalent substitution of some of the technical features, while remaining within the technical scope of the present disclosure; such modifications, changes or substitutions do not depart from the spirit and scope of the corresponding technical solutions. Are intended to be encompassed within the scope of the present invention. Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.
Claims (6)
1. An indoor design method applied to an electronic commerce is characterized by comprising the following steps:
acquiring decoration preference information of a user and house attribute information of the user, wherein the house attribute information of the user at least comprises house type information;
acquiring target decoration commodity selected by the user, and determining a target room corresponding to the target decoration commodity from the house type information; wherein the decorative commodity selected by the user is the target decorative commodity;
according to the decoration preference information of the user, configuring corresponding decoration elements for the target decoration commodity in the target room; the decoration element is an object or commodity matched with the target decoration commodity selected by the user according to the target decoration commodity selected by the user and a preset indoor design rule by the design device, and the decoration element is a decoration material database in the indoor design style selected by the user; the decoration preference information of the user comprises indoor design styles which are preferred by the user and personal interests of the user;
configuring position information of the target decorative commodity and the decorative element based on the size of the target room, the pattern of the target room and house orientation information to form a design model of the target room;
Rendering the design model to obtain a rendered design model;
the configuring corresponding decoration elements for the target decoration commodity in the target room according to the decoration preference information of the user specifically comprises the following steps:
inquiring a pre-stored indoor design rule according to the function of the user for determining the target room, the size of the target room, the pattern of the target room and the target decoration commodity contained in the decoration preference information, and acquiring a decoration element corresponding to the target decoration commodity, wherein the indoor design rule is a mapping relation between the room function, the size of the room, the pattern of the room and the decoration commodity and the decoration element acquired from the existing indoor design scheme by using a machine learning method;
the configuring the position information of the target decorative commodity and the decorative element based on the size of the target room, the pattern of the target room and the house orientation information to form a design model of the target room comprises the following steps:
inquiring the indoor design rule according to the size of the room, the pattern of the room and the house orientation information corresponding to the target room, and acquiring the mapping relation between the position information of the decoration commodity in the target room and the position information of the decoration element;
Inquiring the position information of the target decoration commodity and the position information of the decoration element corresponding to the target decoration commodity from the acquired mapping relation;
and setting coordinate position information of the target decoration commodity and the decoration element in the target room according to the room size of the target room and the queried position information of the target decoration commodity and the position information of the decoration element corresponding to the target decoration commodity, so as to obtain the design model.
2. The method of claim 1, wherein after the forming the design model of the target room, before rendering the design model, the method further comprises:
acquiring material information of the target decoration commodity and decoration elements corresponding to the target decoration commodity in the design model;
the rendering of the design model specifically includes:
rendering the target decorative commodity in the design model according to the acquired material information of the target decorative commodity;
and rendering the decoration elements in the design model according to the acquired material information of the decoration elements.
3. The method of claim 1, wherein after rendering the design model, the method further comprises:
Aiming at each target to be adjusted in the rendered design model, polishing the target to be adjusted by adopting a spotlight along the horizontal direction to obtain the main color tone of the target to be adjusted, wherein the target to be adjusted comprises target decoration commodity and decoration elements;
according to the obtained main color tone and a preset main color tone threshold value, adjusting the angle of the spotlight for shining;
determining a divergence mode of the spotlight for shining according to the adjusted angle of the spotlight for shining and a preset light domain network file;
according to the adjusted angle of the spotlight to shine and the divergence mode of the spotlight to shine, shining the target to be adjusted until the difference value between the obtained main color tone of the target to be adjusted and the preset main color tone threshold value is smaller than the preset difference value threshold value;
and taking the angle of the final adjusted spotlight to perform lighting and the divergence mode of the spotlight to perform lighting as the light supplementing mode of the target to be adjusted so as to supplement light to the target to be adjusted in the rendered design model.
4. An indoor design device applied to an e-commerce, the device comprising:
The system comprises an acquisition module, a display module and a display module, wherein the acquisition module is used for acquiring decoration preference information of a user and house attribute information of the user, and the house attribute information of the user at least comprises house type information;
the acquisition determining module is used for acquiring the target decoration commodity selected by the user and determining a target room corresponding to the target decoration commodity from the house type information;
the design module is used for configuring corresponding decoration elements for the target decoration commodity in the target room according to the decoration preference information of the user; wherein the decorative commodity selected by the user is the target decorative commodity; the system comprises a target room, a target decoration commodity, a decoration element, a house orientation information, a position information and a design model, wherein the target room is used for configuring the position information of the target decoration commodity and the decoration element based on the size of the target room, the pattern of the target room and the house orientation information; the decoration element is an object or commodity matched with the target decoration commodity selected by the user according to the target decoration commodity selected by the user and a preset indoor design rule by the design device, and the decoration element is a decoration material database in the indoor design style selected by the user; the decoration preference information of the user comprises indoor design styles which are preferred by the user and personal interests of the user;
The rendering module is used for rendering the design model to obtain a rendered design model; the design module includes:
the query matching unit is used for querying a pre-stored indoor design rule according to the function of the user for determining the target room, the size of the target room, the pattern of the target room and the target decoration commodity contained in the decoration preference information, and acquiring decoration elements corresponding to the target decoration commodity, wherein the indoor design rule is a mapping relation between room functions, the size of the room, the pattern of the room and the decoration commodity and the decoration elements acquired from the existing indoor design scheme by using a machine learning method;
the indoor design rule further comprises mapping relation of house orientation information, position information of decoration commodity and position information of decoration element, and the design module further comprises:
the position acquisition unit is used for inquiring the indoor design rule according to the size of the room, the pattern of the room and the house orientation information corresponding to the target room and acquiring the mapping relation between the position information of the decoration commodity in the target room and the position information of the decoration element;
The position inquiring unit is used for inquiring the position information of the target decoration commodity and the position information of the decoration element corresponding to the target decoration commodity from the acquired mapping relation;
and the position setting unit is used for setting the coordinate position information of the target decoration commodity and the decoration element in the target room according to the room size of the target room and the inquired position information of the target decoration commodity and the position information of the decoration element corresponding to the target decoration commodity, so as to obtain the design model.
5. A computer device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, characterized in that the processor implements the steps of the method of any of the preceding claims 1-3 when the computer program is executed.
6. A computer-readable storage medium, on which a computer program is stored, characterized in that the computer program, when being executed by a processor, performs the steps of the method of any of the preceding claims 1-3.
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| CN113298583A (en) * | 2020-04-30 | 2021-08-24 | 阿里巴巴集团控股有限公司 | Data processing method and device, storage medium and processor |
| CN111695185A (en) * | 2020-06-05 | 2020-09-22 | 河北传媒学院 | Humanized indoor design method and system |
| CN112380373A (en) * | 2020-11-15 | 2021-02-19 | 深圳千里马装饰集团有限公司 | Home decoration display method and system for online modeling and storage medium |
| US20230035601A1 (en) * | 2021-07-28 | 2023-02-02 | OPAL AI Inc. | Floorplan Generation System And Methods Of Use |
| CN113505429B (en) * | 2021-09-09 | 2021-12-07 | 深圳须弥云图空间科技有限公司 | Indoor design scheme acquisition method and device, computer equipment and storage medium |
| CN116127587B (en) * | 2023-04-17 | 2023-06-16 | 矩阵纵横设计股份有限公司 | Rendering method and system in indoor design |
| CN117371100A (en) * | 2023-10-19 | 2024-01-09 | 深圳市伊派室内设计有限公司 | Intelligent generation method and system for indoor decoration scheme based on model structure |
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