CN114820108A - Decoration scheme recommendation method and device, electronic equipment, medium and program product - Google Patents

Decoration scheme recommendation method and device, electronic equipment, medium and program product Download PDF

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CN114820108A
CN114820108A CN202210332367.8A CN202210332367A CN114820108A CN 114820108 A CN114820108 A CN 114820108A CN 202210332367 A CN202210332367 A CN 202210332367A CN 114820108 A CN114820108 A CN 114820108A
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room
recommended
image
finishing
user input
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祁舟
林吉敏
陈建平
詹亚威
汪鹏飞
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Zhejiang Maojing Artificial Intelligence Technology Co ltd
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Zhejiang Maojing Artificial Intelligence Technology Co ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
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    • G06QINFORMATION 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
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/08Construction
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
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Abstract

The embodiment of the disclosure discloses a decoration scheme recommendation method, a decoration scheme recommendation device, electronic equipment, a medium and a program product, wherein the method comprises the following steps: acquiring an image of a room; obtaining a recommended finishing solution for the room, the recommended finishing solution determined from an image of the room, the recommended finishing solution including one or more recommended products; overlaying an image showing the recommended finishing scheme on the real-time image of the room.

Description

Decoration scheme recommendation method and device, electronic equipment, medium and program product
Technical Field
The disclosure relates to the technical field of intelligent recommendation, in particular to a decoration scheme recommendation method, a decoration scheme recommendation device, electronic equipment, a medium and a program product.
Background
In recent years, the demand of consumers for practical and quality decoration is increasing day by day, and the change of consumption and observation reflects the change of the living attitudes of people from practical significance to paying attention to practicality and improving the quality of life. Many consumers expect to be able to achieve practical and quality finishing, but suffer from limited finishing experience, little knowledge of furniture, appliances, finishing materials, household goods, etc., and the inability to easily determine a finishing scheme suitable for themselves. Therefore, there is a need for a decoration scheme recommendation method that enables a consumer to easily determine a decoration scheme suitable for himself.
Disclosure of Invention
In order to solve the problems in the related art, embodiments of the present disclosure provide a decoration scheme recommendation method, apparatus, electronic device, medium, and program product.
In a first aspect, an embodiment of the present disclosure provides a decoration scheme recommendation method, including:
acquiring an image of a room;
obtaining a recommended finishing solution for the room, the recommended finishing solution determined from an image of the room, the recommended finishing solution including one or more recommended products;
overlaying an image showing the recommended finishing scheme on the real-time image of the room.
According to an embodiment of the present disclosure, wherein:
the acquiring of the image of the room comprises scanning the room through a camera to acquire a panoramic image of the room;
the recommended finishing scheme comprises any one or combination of any more recommended products: furniture, household appliances, finishing materials, household articles, at least one or more of the following parameters of the recommended product being matched with each other: appearance, material, brand, function.
According to an embodiment of the present disclosure, wherein:
the recommended products in the recommended finishing scheme are determined according to any one or more of the following parameters obtained based on the image analysis of the room: a type of the room, items already in the room, items in a room similar to the room, other recommended products in the room.
According to an embodiment of the present disclosure, wherein:
the recommended products in the recommended finishing scheme are determined according to one or more of the size of the room, the geographic location of the room, the orientation of the room, and any one or more of the following parameters based on the image analysis of the room: a type of the room, items already in the room, items in a room similar to the room, other recommended products in the room.
According to an embodiment of the present disclosure, the recommended finishing scheme further comprises a placement position and/or orientation of the recommended product determined from the image of the room.
According to an embodiment of the present disclosure, the method further comprises:
acquiring a first user input, wherein the first user input is used for specifying the working state of the recommended product;
and displaying the corresponding working state of the recommended product according to the first user input.
According to an embodiment of the present disclosure, the method further comprises:
obtaining a second user input for specifying a placement position and/or orientation of the recommended product;
and displaying the corresponding placing position and/or orientation of the recommended product according to the second user input.
According to an embodiment of the present disclosure, the method further comprises:
obtaining a third user input specifying an appearance of the recommended product;
changing an appearance of the displayed recommended product according to the third user input.
According to an embodiment of the present disclosure, the displaying the image of the recommended product superimposed on the real-time image of the room includes:
when any one or more of the working state, the placing position, the orientation, the appearance, the material and the function of any one or more recommended products in the displayed recommended products are changed, the corresponding one or more of the working state, the placing position, the orientation, the appearance, the material and the function of any other one or more recommended products in the recommended products are correspondingly changed.
According to an embodiment of the present disclosure, wherein:
the acquiring of the image of the room comprises acquiring the image of the room through a camera of the augmented reality device;
the displaying of the image of the recommended product superimposed on the real-time image of the room includes displaying the image of the recommended product superimposed on the real-time image of the room on a display device of the augmented reality device.
According to an embodiment of the present disclosure, the method further comprises: and acquiring user input through a sensor of the augmented reality equipment, and changing the image of the recommended product according to the user input.
In a second aspect, an embodiment of the present disclosure provides a decoration scheme recommendation apparatus, including:
a first acquisition module configured to acquire an image of a room;
a second obtaining module configured to obtain a recommended finishing scheme for the room, the recommended finishing scheme being determined from an image of the room, the recommended finishing scheme including one or more recommended products;
a first presentation module configured to overlay an image presenting the recommended finishing solution on the real-time image of the room.
According to the embodiment of the disclosure, the acquiring the image of the room comprises scanning the room through a camera to acquire a panoramic image of the room; the recommended finishing scheme comprises any one or combination of any more recommended products: furniture, household appliances, finishing materials, household articles, said recommended products having at least one or more of the following parameters matched to each other: appearance, material, brand, function.
According to an embodiment of the present disclosure, wherein:
the recommended products in the recommended finishing scheme are determined according to any one or more of the following parameters obtained based on the image analysis of the room: a type of the room, items already in the room, items in a room similar to the room, other recommended products in the room.
According to an embodiment of the present disclosure, wherein:
the recommended products in the recommended finishing scheme are determined according to one or more of the size of the room, the geographic location of the room, the orientation of the room, and any one or more of the following parameters based on the image analysis of the room: a type of the room, items already in the room, items in a room similar to the room, other recommended products in the room.
According to an embodiment of the present disclosure, the recommended finishing scheme further comprises a placement position and/or orientation of the recommended product determined from the image of the room.
According to an embodiment of the present disclosure, the apparatus further comprises:
a third obtaining module configured to obtain a first user input specifying an operating state of the recommended product;
and the second display module is configured to display the corresponding working state of the recommended product according to the first user input.
According to an embodiment of the present disclosure, the apparatus further comprises:
a fourth obtaining module configured to obtain a second user input for specifying a placement position and/or orientation of the recommended product;
a third presentation module configured to present a respective placement position and/or orientation of the recommended product in accordance with the second user input.
According to an embodiment of the present disclosure, the apparatus further comprises:
a fifth obtaining module configured to obtain a third user input specifying an appearance of the recommended product;
a fourth presentation module configured to change an appearance of the presented recommended product according to the third user input.
According to an embodiment of the present disclosure, the overlaying of the image showing the recommended product on the real-time image of the room includes:
when any one or more of the working state, the placing position, the orientation, the appearance, the material and the function of any one or more recommended products in the displayed recommended products are changed, the corresponding one or more of the working state, the placing position, the orientation, the appearance, the material and the function of any other one or more recommended products in the recommended products are correspondingly changed.
According to an embodiment of the present disclosure, the acquiring the image of the room includes acquiring the image of the room through a camera of an augmented reality device; the displaying of the image of the recommended product superimposed on the real-time image of the room includes displaying the image of the recommended product superimposed on the real-time image of the room on a display device of the augmented reality device.
According to an embodiment of the present disclosure, the apparatus further comprises: a change module configured to obtain a user input through a sensor of an augmented reality device, and change an image of the recommended product according to the user input.
In a third aspect, an embodiment of the present disclosure provides an electronic device having stored thereon computer instructions that, when executed by a processor, implement the method according to the first aspect.
In a fourth aspect, the disclosed embodiments provide a computer-readable storage medium having stored thereon computer instructions which, when executed by a processor, implement the method according to the first aspect.
In a fifth aspect, the disclosed embodiments provide a computer program product comprising computer instructions which, when executed by a processor, implement the method steps as described in the first aspect.
According to the technical scheme provided by the embodiment of the disclosure, the image of the room is obtained, the recommended decoration scheme is determined according to the image of the room, and the image of the recommended decoration scheme is superposed on the real-time image of the room for display, so that a user can know which recommended products are suitable for arrangement in the room, the arrangement effect of the products in a specified scene is visually verified, the user operation is simplified, the suitable decoration scheme is selected for the user, and convenience is provided for improving the life quality.
It is to be understood that both the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the disclosure.
Drawings
Other features, objects, and advantages of the present disclosure will become more apparent from the following detailed description of non-limiting embodiments when taken in conjunction with the accompanying drawings. In the drawings:
FIG. 1 shows a flow chart of a finishing scheme recommendation method according to an embodiment of the disclosure.
Fig. 2 is a schematic view illustrating an application scenario of a decoration scheme recommendation method according to an embodiment of the present disclosure.
FIG. 3 shows an interaction process of a finishing scheme recommendation method according to an embodiment of the disclosure.
Fig. 4 illustrates a block diagram of a decoration scheme recommending apparatus according to an embodiment of the present disclosure.
Fig. 5 shows a block diagram of an electronic device according to an embodiment of the present disclosure.
FIG. 6 shows a schematic block diagram of a computer system suitable for use in implementing a method according to an embodiment of the present disclosure.
Detailed Description
Hereinafter, exemplary embodiments of the present disclosure will be described in detail with reference to the accompanying drawings so that those skilled in the art can easily implement them. Also, for the sake of clarity, parts not relevant to the description of the exemplary embodiments are omitted in the drawings.
In the present disclosure, it is to be understood that terms such as "including" or "having," etc., are intended to indicate the presence of the disclosed features, numbers, steps, behaviors, components, parts, or combinations thereof, and are not intended to preclude the possibility that one or more other features, numbers, steps, behaviors, components, parts, or combinations thereof may be present or added.
It should be further noted that the embodiments and features of the embodiments in the present disclosure may be combined with each other without conflict. The present disclosure will be described in detail below with reference to the accompanying drawings in conjunction with embodiments.
In the present disclosure, the acquisition of the user information or the user data is an operation that is authorized, confirmed, or actively selected by the user.
As described above, in recent years, consumer demand for practical and quality decoration has been increasing, and changes from practical to practical and to quality of life are being made, and changes in consumer views are reflecting changes in the living attitudes of people. Many consumers expect to be able to achieve practical and quality finishing, but suffer from limited finishing experience, little knowledge of furniture, appliances, finishing materials, household goods, etc., and the inability to easily determine a finishing scheme suitable for themselves. Therefore, there is a need for a decoration scheme recommendation method that enables a consumer to easily determine a decoration scheme suitable for himself.
The embodiment of the disclosure provides a decoration scheme recommendation method, which includes: acquiring an image of a room; obtaining a recommended finishing solution for the room, the recommended finishing solution determined from an image of the room, the recommended finishing solution including one or more recommended products; overlaying an image showing the recommended finishing scheme on the real-time image of the room.
The embodiment of the present disclosure uses an Augmented Reality (AR) technology to implement product recommendation for a specific scene. The AR technology is a technology for skillfully fusing virtual information and a real world, a plurality of technical means such as multimedia, three-dimensional modeling, intelligent interaction, sensing and the like are widely applied, virtual information such as characters, images, three-dimensional models, music, videos and the like generated by a computer is applied to the real world after being simulated, and the two kinds of information are mutually supplemented, so that the real world is enhanced.
In the embodiment of the disclosure, the image of the room is acquired, the recommended decoration scheme is determined according to the image of the room, and the image of the recommended decoration scheme is superposed on the real-time image of the room for display, so that a user can know which recommended products are suitable for arrangement in the room, the arrangement effect of the products in a specified scene is visually verified, the user operation is simplified, the suitable decoration scheme is selected for the user, and convenience is provided for improving the life quality.
FIG. 1 shows a flow chart of a finishing scheme recommendation method according to an embodiment of the disclosure.
As shown in fig. 1, the decoration scheme recommendation method according to the embodiment of the present disclosure includes steps S101 to S103.
In step S101, an image of a room is acquired;
in step S102, a recommended finishing scheme for the room is obtained, the recommended finishing scheme being determined according to an image of the room, the recommended finishing scheme including one or more recommended products;
in step S103, an image showing the recommended decoration scheme is superimposed on the real-time image of the room.
According to an embodiment of the present disclosure, the acquiring an image of a room includes acquiring an image of the room through a camera of an electronic device, for example, scanning the room through the camera to acquire a panoramic image of the room; the displaying the image of the recommended finishing scheme superimposed on the real-time image of the room includes displaying the image of the recommended finishing scheme superimposed on the real-time image of the room on a display device of the electronic device.
According to the embodiment of the disclosure, the decoration scheme recommendation method can be executed on the electronic device, and the electronic device can be a mobile terminal, a tablet computer, smart glasses and the like.
In the embodiment of the disclosure, the image of the room is acquired, the recommended decoration scheme is determined according to the image of the room, and the image of the recommended decoration scheme is superposed on the real-time image of the room for display, so that a user can know which recommended products are suitable for arrangement in the room, the arrangement effect of the products in a specified scene is visually verified, the user operation is simplified, the suitable decoration scheme is selected for the user, and convenience is provided for improving the life quality.
According to an embodiment of the present disclosure, the recommended finishing solution includes any one or a combination of any more recommended products of: furniture, household appliances, finishing materials, household articles, said recommended products having at least one or more of the following parameters matched to each other: appearance, material, brand, function. The furniture comprises a table, a chair, a cabinet, a bed and the like, the household appliances comprise a television, a refrigerator, an air conditioner, a washing machine and the like, the decoration materials comprise a floor, lamp decorations, a door, a window and the like, and the household appliances comprise a curtain, a bedding, an ornament and the like. Further, the home appliance may include an intelligent home appliance, such as an intelligent refrigerator, an intelligent air conditioner, and the like.
FIG. 2 is a schematic diagram illustrating an application scenario of a decoration scheme recommendation method according to an embodiment of the disclosure.
FIG. 3 shows an interaction process of a finishing scheme recommendation method according to an embodiment of the disclosure.
As shown in fig. 2, the room is a bedroom in which furniture such as a bed, a bedside table, a sofa, a tea table, etc. are displayed. As shown in fig. 3, a user acquires an image of a room through a camera of an electronic device such as a mobile terminal, a tablet computer, smart glasses, and the like, and sends the image of the room to a server.
The server determines a recommended finishing scheme according to the images of the room, wherein the recommended finishing scheme comprises one or more recommended products. According to an embodiment of the present disclosure, the recommended products in the recommended finishing scheme are determined according to any one or more of the following parameters obtained based on the image analysis of the room: a type of the room, items already in the room, items in a room similar to the room, other recommended products in the room.
For example, the type of room may be any one or more of: bedrooms, living rooms, dining rooms, kitchens, toilets, study rooms, offices, and the like. Based on the type of room, recommended products may be determined that are appropriate for the type of room. For example, assuming that the room is a bedroom, a bed, a bedside table, a wardrobe, a floor, a light fixture, a curtain, an air conditioner, a television, a humidifier, an air purifier, etc. may be recommended. Assuming that the room is a kitchen, a range hood, a microwave oven, an oven, a steam box, a cabinet, a tile, etc. may be recommended. Assuming that the room is a toilet, intelligent toilets, water heaters, bathroom heaters, wall cabinets, tiles, etc. may be recommended.
According to embodiments of the present disclosure, a recommended product may be determined from items already in the room.
For example, the same type of product as the items already in the room is not recommended, or an upgrade or replacement for the items already in the room is recommended. For example, assuming that there is an air conditioner in the room, there is no need to recommend the air conditioner again. Alternatively, assuming that there is an existing television in the room, but the model is older, an upgrade to or replacement for the existing television may be recommended.
For example, products may be recommended that match one or more of the color, style, brand, price, function, etc. of items already in the room. For example, assuming that the items in the room are all cold color family, the recommended product may also be cold color family. Alternatively, the recommended product may be of a chinese style, assuming that the items already in the room are all of a chinese style. Alternatively, assuming that the items already in the room are brand a, the recommended product may also be brand a. Alternatively, the recommended product may be an intermediate price in the same type of item, assuming that the items existing in the room are all intermediate prices in the same type of item. Alternatively, the functionality of the recommended product may be complementary to the functionality of the items already in the room. For example, assuming that a smart tv is already in a room, in which the function of a smart speaker is integrated, a smart speaker is not recommended repeatedly, but a smart light fixture capable of changing color with music may be recommended.
According to embodiments of the present disclosure, a recommended product may be determined from items in a room similar to the room. For example, the server may match the image of the room with images of other rooms stored by the server, obtain a similar room and a recommended product for the similar room, and use the recommended product for the similar room as the recommended product for the room. Further, the recommended product for the similar room, which is finally purchased by more users, may be taken as the recommended product for the room to improve the probability of successful recommendation.
According to embodiments of the present disclosure, a recommended product may be determined from other recommended products in the room. For example, a recommended product that is more uniform in appearance style with other recommended products may be determined based on the appearances of other recommended products. Alternatively, a recommended product that is complementary to the functions of the other recommended products may be determined according to the functions of the other recommended products, and a product that is overlapped with the functions of the other recommended products may be avoided from being recommended. For example, assuming that other recommended products include a smart television, in which the functions of a smart speaker are integrated, the recommended smart speaker is not repeated, but a smart light fixture that can change color with music may be recommended.
The recommended finishing scheme is determined according to one or more parameters of the size of the room, the geographic location of the room, the orientation of the room, and any one or more of the following parameters based on the image analysis of the room: a type of the room, items already in the room, items in a room similar to the room, other recommended products in the room.
According to an embodiment of the present disclosure, the recommended product may be determined according to the size of the room. For example, the user may input the dimensions of the room, such as the length, width, height, etc. of the room into the electronic device, or the dimensions of the room may be measured by a ranging function of the electronic device. The server may determine the recommended product based on the size of the room. For example, the server may determine the area of a room according to the size of the room, and recommend an air conditioner or a lamp with corresponding power according to the area.
According to embodiments of the present disclosure, a recommended product may be determined according to the geographic location of the room. For example, it may be determined whether the room belongs to an air-dry region according to the latitude and longitude of the room, and if it belongs to an air-dry region, the humidifier may be recommended. It is also possible to find and recommend products that are being promoted near the geographical location of the room based on the geographical location.
According to an embodiment of the present disclosure, a recommended product may be determined according to an orientation of the room. For example, the orientation of a room may be acquired by a device such as a gyroscope built in the electronic device, and the recommended product may be determined according to the orientation of the room. Assuming the room is oriented east, a curtain with better shading performance can be recommended to ensure that the user is not influenced by the sunlight to sleep too early. Alternatively, assuming the room is westward, the lighting may not be good, and a luminaire with a relatively high brightness may be recommended.
According to the embodiment of the disclosure, when determining the recommended decoration scheme according to the plurality of parameters, a corresponding recommended product set may be determined for each of the plurality of parameters, and then the recommended decoration scheme may be determined according to an intersection of the determined recommended product sets.
According to an embodiment of the present disclosure, the recommended product includes any one or a combination of any more of the following: furniture, household appliances, finishing materials, household articles, said recommended products having at least one or more of the following parameters matched to each other: appearance, material, brand, function. For example, the server may analyze the image of the room, determine a set of recommended products suitable for the room, form a recommended finishing plan and present the recommended finishing plan to the user, so that the user can purchase the set of products conveniently without self-matching. For example, for the bedroom shown in fig. 2, a set of recommended decoration schemes including recommended products such as an intelligent air conditioner, an intelligent television, an intelligent lamp, an intelligent humidifier, an intelligent sound box and an intelligent curtain can be determined and displayed to the user, so that the user can conveniently realize intelligent home furnishing. For another example, for a living room, a set of recommended finishing plans including recommended products such as sofas, tea tables, television cabinets, televisions, air conditioners, curtains, lamps, etc. may be determined and presented to the user. In accordance with embodiments of the present disclosure, the recommended finishing solution may not include items of the same kind as existing items in the room, or may include upgrades or replacements to existing items in the room. For example, when curtains and furniture are already in the room, the finishing scheme may recommend curtains that more closely match the color or style of the furniture and present them to the user.
According to an embodiment of the present disclosure, at least one or more of the following parameters of the recommended product match each other: appearance, material, brand, function. For example, the recommended products may have a uniform style and/or a uniform color appearance, such as all pink, or all very simple breezes. The recommended products may also be of the same material, for example all solid wood furniture or all panel furniture. The recommended products may also belong to the same brand. The recommended product may also have matching functionality, e.g., the recommended product does not have duplicate functionality and/or has complementary functionality. For example, the range and range hood are complementary in function, the air conditioner and humidifier are complementary in function, the television and the audio set are complementary in function, and the like. The functions are complementary, either one product can relieve the adverse effect of another product when in work, for example, a range hood can suck oil smoke generated when a kitchen range is used for cooking, a humidifier can relieve air dryness caused by the work of an air conditioner, or one product can be matched with another product to produce better effect, for example, a television and a combined sound box can form a home theater to provide better audio-visual feeling.
According to an embodiment of the present disclosure, the recommended finishing scheme further comprises a placement position and/or orientation of the recommended product determined from the image of the room. In particular, the placement and/or orientation of the recommended products may be determined from the image of the room. For example, the placement and/or orientation of the recommended products may be determined based on the placement of furniture in the room. For example, in the bedroom scenario shown in fig. 2, the placement and/or orientation of the intelligent air conditioner may be determined according to the position of the bed, so as to avoid the air conditioner air outlet directly facing the user in the bed. Or the house type characteristics of the room can be determined according to the images of the room, and the placing position and/or orientation of the furniture, household appliances, household articles and the like which are popular or trendy at present in the house type can be recommended to the user, so that the requirements of the user on beauty and fashion of decoration are met.
In the bedroom scene shown in fig. 2, according to the bedroom image acquired by the electronic device, the server determines a recommended decoration scheme, where the recommended decoration scheme includes three recommended products: the intelligent curtain, the intelligent lamp and the intelligent air conditioner are characterized in that the server sends the display data of the recommended decoration scheme to the electronic equipment, so that the electronic equipment displays the image of the recommended product on the image of the room in an overlapping mode. The presentation data of the recommended finishing scheme may include, for example, three-dimensional model data of the recommended product, placement position data of the recommended product, orientation data, and the like for generating an image of the recommended finishing scheme.
As shown in fig. 3, the electronic device may obtain a user input, and the server may change the image of the recommended product displayed on the electronic device accordingly according to the user input. The electronic device may acquire the user input by acquiring input of a user, such as clicking, long-time pressing, dragging, and the like, through a touch screen of the electronic device, or may acquire the user action through a camera of the electronic device and analyze the user action to acquire the user input, or may acquire the user action through an infrared sensor of the electronic device and analyze the user action to acquire the user input.
According to an embodiment of the present disclosure, an electronic device may obtain a first user input for specifying an operating state of the recommended product; and displaying the corresponding working state of the recommended product according to the first user input.
According to the embodiment of the disclosure, the operating states of the recommended product include, for example, power-on, power-off, hibernation, and various states operating in various functional modes of the recommended product. For example, the first user input may be an operation input of a control device on the displayed recommended product by a user, such as clicking a control key on the displayed recommended product image through a touch screen to select a corresponding function or turning on or off, sleeping, and the like. According to the first user input, the server side can determine display data of the corresponding working state and send the display data to the electronic equipment, and the electronic equipment displays the corresponding working state of the recommended product according to the display data. For example, in the scenario shown in fig. 2, assuming that the user selects an open and closed state on the control panel of the smart window covering being displayed through the touch screen, the electronic device may correspondingly display different operating states of the smart window covering being opened and closed. Or, assuming that the user controls the intelligent lamp to enter the automatic color-changing working state through the motion input, the electronic device may correspondingly display the automatic color-changing working state of the intelligent lamp.
According to an embodiment of the present disclosure, the electronic device may obtain a second user input for specifying a placement position and/or orientation of the recommended product; and displaying the corresponding placing position and/or orientation of the recommended product according to the second user input.
For example, the second user input may be a rotation, a drag, or the like operation, and the user may rotate or drag the displayed image of the recommended product to change the placement position and/or orientation of the recommended product.
According to an embodiment of the present disclosure, the electronic device may obtain a third user input specifying an appearance of the recommended product; changing an appearance of the displayed recommended product according to the third user input.
According to the embodiment of the disclosure, the electronic device can display thumbnails of various appearances of the recommended product, for example, when the recommended product is an intelligent air conditioner, thumbnails of air conditioners in various colors and patterns can be displayed for a user to select and designate, and a corresponding image of the recommended product is displayed according to the appearance designated by the user.
According to an embodiment of the present disclosure, the overlaying of the image showing the recommended product on the real-time image of the room includes: when any one or more of the working state, the placing position, the orientation, the appearance, the material and the function of any one or more recommended products in the displayed recommended products are changed, any one or more of the working state, the placing position, the orientation and the appearance of any other one or more recommended products in the recommended products are correspondingly changed.
According to the embodiment of the disclosure, a plurality of recommended products can be displayed for a room, and when any one or more of the operating state, the placement position, the orientation, the appearance, the material and the function of any one or more of the displayed recommended products is changed, the corresponding one or more of the operating state, the placement position, the orientation, the appearance, the material and the function of any other one or more of the recommended products is changed correspondingly.
For example, the working states of a plurality of recommended products can be automatically changed according to the working logic of the smart home. In the scenario shown in fig. 2, when the smart window curtain is closed, the smart light fixture may be automatically turned on, and when the smart light fixture is closed, the smart air conditioner may be automatically put into a sleep mode. Therefore, the effect that a plurality of recommended products are matched to work can be displayed for a user, and the user can obtain the actual experience of the smart home intuitively.
Or when the placing position and/or the orientation of the air conditioner are/is changed, the placing position and/or the orientation of the intelligent humidifier are/is correspondingly changed, so that the air conditioner wind is prevented from directly blowing the water mist of the humidifier. Therefore, the user can conveniently know the effects of various different placing modes to select the favorite placing mode.
Alternatively, when the appearance of the smart window shades changes, e.g., the color changes, the color of the smart light fixtures may change accordingly to maintain uniformity of the style. Therefore, the user can conveniently know the adaptation degree of the recommended products with different appearances to the room so as to select the appearance of the recommended product desired by the user.
Or when the material of the furniture is changed, the material of the floor can be changed correspondingly so as to keep the style uniform. Therefore, the user can conveniently know the adaptation degree of the recommended products with different materials and the room so as to select the material of the recommended product desired by the user.
Alternatively, when the function of the television is changed, for example, the television removes the function of the smart speaker, the function of the refrigerator may be changed accordingly, for example, the refrigerator integrated with the smart speaker is recommended.
According to an embodiment of the present disclosure, the decoration solution recommendation method may be implemented by an Augmented Reality (AR) device (e.g., AR glasses), the acquiring an image of a room includes acquiring the image of the room through a camera of the AR device, the displaying an image of the recommended product superimposed on a real-time image of the room includes displaying an image of the recommended product superimposed on a real-time image of the room on a display device of the AR device.
For example, a user wears AR glasses to enter a room, the image of the room is obtained by glancing at the whole room, the AR glasses send the image of the room to a server, the server determines a recommended decoration scheme according to the image of the room, a three-dimensional model of a recommended product in the recommended decoration scheme, the placement position and orientation data of the three-dimensional model are sent to the AR glasses, and the AR glasses display the image of the recommended product on the real-time image of the room in an overlapping mode according to the three-dimensional model of the recommended product, the placement position and the orientation data of the three-dimensional model.
According to an embodiment of the present disclosure, a user input may be acquired through a sensor of an AR device, and an image of the recommended product is changed according to the user input. For example, the AR device may be integrated with an infrared sensor, a gyroscope, an inertial sensor, etc., which may sense a user's motion, determine what operation the user performed on the recommended product (e.g., change its appearance, function, placement, orientation, etc.) in conjunction with a picture displayed on the AR device when the user made the motion, and change the image of the recommended product accordingly.
According to the embodiment of the disclosure, the decoration scheme is recommended to the user through the AR equipment, the whole process is visual and convenient, and the user can be helped to select and customize the decoration scheme suitable for the user without having rich knowledge about decoration and room arrangement.
Fig. 4 illustrates a block diagram of a decoration scheme recommending apparatus according to an embodiment of the present disclosure. The apparatus may be implemented as part or all of an electronic device through software, hardware, or a combination of both.
As shown in fig. 4, the decoration scheme recommending apparatus 400 includes a first obtaining module 401, a second obtaining module 402, and a first presenting module 403.
The first acquisition module 401 is configured to acquire an image of a room;
a second obtaining module 402 configured to obtain a recommended finishing scheme for the room, the recommended finishing scheme determined from the image of the room, the recommended finishing scheme including one or more recommended products;
the first presentation module 403 is configured to overlay an image presenting the recommended finishing solution on the real-time image of the room.
According to the embodiment of the disclosure, the acquiring the image of the room comprises scanning the room through a camera to acquire a panoramic image of the room; the recommended finishing scheme comprises any one or combination of any more recommended products: furniture, household appliances, finishing materials, household articles, said recommended products having at least one or more of the following parameters matched to each other: appearance, material, brand, function.
According to an embodiment of the present disclosure, wherein:
the recommended products in the recommended finishing scheme are determined according to any one or more of the following parameters obtained based on the image analysis of the room: a type of the room, items already in the room, items in a room similar to the room, other recommended products in the room.
According to an embodiment of the present disclosure, wherein:
the recommended products in the recommended finishing scheme are determined according to one or more of the size of the room, the geographic location of the room, the orientation of the room, and any one or more of the following parameters based on the image analysis of the room: a type of the room, items already in the room, items in a room similar to the room, other recommended products in the room.
According to an embodiment of the present disclosure, the recommended finishing scheme further comprises a placement position and/or orientation of the recommended product determined from the image of the room.
According to an embodiment of the present disclosure, the apparatus further comprises:
a third obtaining module 404 configured to obtain a first user input specifying an operating state of the recommended product;
a second presentation module 405 configured to present a corresponding operating state of the recommended product according to the first user input.
According to an embodiment of the present disclosure, the apparatus further comprises:
a fourth obtaining module 406 configured to obtain a second user input for specifying a placement position and/or orientation of the recommended product;
a third presentation module 407 configured to present a respective placement position and/or orientation of the recommended product in accordance with the second user input.
According to an embodiment of the present disclosure, the apparatus further comprises:
a fifth obtaining module 408 configured to obtain a third user input specifying an appearance of the recommended product;
a fourth presentation module 409 configured to change the appearance of the presented recommended product in accordance with the third user input.
According to an embodiment of the present disclosure, the overlaying of the image showing the recommended product on the real-time image of the room includes:
when any one or more of the working state, the placing position, the orientation, the appearance, the material and the function of any one or more recommended products in the displayed recommended products are changed, the corresponding one or more of the working state, the placing position, the orientation, the appearance, the material and the function of any other one or more recommended products in the recommended products are correspondingly changed.
According to an embodiment of the present disclosure, the acquiring the image of the room includes acquiring the image of the room through a camera of an augmented reality device; the displaying of the image of the recommended product superimposed on the real-time image of the room includes displaying the image of the recommended product superimposed on the real-time image of the room on a display device of the augmented reality device.
According to an embodiment of the present disclosure, the apparatus further comprises: a change module 410 configured to obtain a user input through a sensor of an augmented reality device, change an image of the recommended product according to the user input.
The present disclosure also discloses an electronic device, and fig. 5 shows a block diagram of the electronic device according to an embodiment of the present disclosure.
As shown in fig. 5, the electronic device 500 comprises a memory 501 and a processor 502, wherein the memory 501 is configured to store one or more computer instructions, wherein the one or more computer instructions are executed by the processor 502 to implement a method according to an embodiment of the disclosure.
The embodiment of the disclosure discloses a decoration scheme recommendation method, which comprises the following steps:
acquiring an image of a room;
obtaining a recommended finishing solution for the room, the recommended finishing solution determined from an image of the room, the recommended finishing solution including one or more recommended products;
overlaying an image showing the recommended finishing scheme on the real-time image of the room.
According to an embodiment of the present disclosure, wherein:
the step of obtaining the image of the room comprises the steps of scanning the room through a camera to obtain a panoramic image of the room;
the recommended finishing scheme comprises any one or combination of any more recommended products: furniture, household appliances, finishing materials, household articles, said recommended products having at least one or more of the following parameters matched to each other: appearance, material, brand, function.
According to an embodiment of the present disclosure, wherein:
the recommended products in the recommended finishing scheme are determined according to any one or more of the following parameters obtained based on the image analysis of the room: a type of the room, items already in the room, items in a room similar to the room, other recommended products in the room.
According to an embodiment of the present disclosure, wherein:
the recommended products in the recommended finishing scheme are determined according to one or more of the size of the room, the geographic location of the room, the orientation of the room, and any one or more of the following parameters based on the image analysis of the room: a type of the room, items already in the room, items in a room similar to the room, other recommended products in the room.
According to an embodiment of the present disclosure, the recommended finishing scheme further comprises a placement position and/or orientation of the recommended product determined from the image of the room.
According to an embodiment of the present disclosure, the method further comprises:
acquiring a first user input, wherein the first user input is used for specifying the working state of the recommended product;
and displaying the corresponding working state of the recommended product according to the first user input.
According to an embodiment of the present disclosure, the method further comprises:
acquiring second user input, wherein the second user input is used for specifying the placing position and/or the orientation of the recommended product;
and displaying the corresponding placing position and/or orientation of the recommended product according to the second user input.
According to an embodiment of the present disclosure, the method further comprises:
obtaining a third user input specifying an appearance of the recommended product;
changing an appearance of the displayed recommended product according to the third user input.
According to an embodiment of the present disclosure, the displaying the image of the recommended product superimposed on the real-time image of the room includes:
when any one or more of the working state, the placing position, the orientation, the appearance, the material and the function of any one or more recommended products in the displayed recommended products are changed, the corresponding one or more of the working state, the placing position, the orientation, the appearance, the material and the function of any other one or more recommended products in the recommended products are correspondingly changed.
According to an embodiment of the present disclosure, wherein:
the acquiring of the image of the room comprises acquiring the image of the room through a camera of augmented reality equipment;
the displaying of the image of the recommended product superimposed on the real-time image of the room includes displaying the image of the recommended product superimposed on the real-time image of the room on a display device of the augmented reality device.
According to an embodiment of the present disclosure, the method further comprises: and acquiring user input through a sensor of the augmented reality equipment, and changing the image of the recommended product according to the user input.
FIG. 6 shows a schematic block diagram of a computer system suitable for use in implementing a method according to an embodiment of the present disclosure.
As shown in fig. 6, the computer system 600 includes a processing unit 601 which can execute various processes in the above-described embodiments according to a program stored in a Read Only Memory (ROM)602 or a program loaded from a storage section 608 into a Random Access Memory (RAM) 603. In the RAM 603, various programs and data necessary for the operation of the system 600 are also stored. The processing unit 601, the ROM 602, and the RAM 603 are connected to each other via a bus 604. An input/output (I/O) interface 605 is also connected to bus 604.
The following components are connected to the I/O interface 605: an input portion 606 including a keyboard, a mouse, and the like; an output portion 607 including a display such as a Cathode Ray Tube (CRT), a Liquid Crystal Display (LCD), and the like, and a speaker; a storage section 608 including a hard disk and the like; and a communication section 609 including a network interface card such as a LAN card, a modem, or the like. The communication section 609 performs communication processing via a network such as the internet. The driver 610 is also connected to the I/O interface 605 as needed. A removable medium 611 such as a magnetic disk, an optical disk, a magneto-optical disk, a semiconductor memory, or the like is mounted on the drive 610 as necessary, so that a computer program read out therefrom is mounted in the storage section 608 as necessary. The processing unit 601 may be implemented as a CPU, a GPU, a TPU, an FPGA, an NPU, or other processing units.
In particular, the above described methods may be implemented as computer software programs according to embodiments of the present disclosure. For example, embodiments of the present disclosure include a computer program product comprising computer instructions that, when executed by a processor, implement the method steps described above. In such embodiments, the computer program product may be downloaded and installed from a network through the communication section 609 and/or installed from the removable media 611.
The flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present disclosure. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
The units or modules described in the embodiments of the present disclosure may be implemented by software or by programmable hardware. The units or modules described may also be provided in a processor, and the names of the units or modules do not in some cases constitute a limitation of the units or modules themselves.
As another aspect, the present disclosure also provides a computer-readable storage medium, which may be a computer-readable storage medium included in the electronic device or the computer system in the above embodiments; or it may be a separate computer readable storage medium not incorporated into the device. The computer readable storage medium stores one or more programs for use by one or more processors in performing the methods described in the present disclosure.
The foregoing description is only exemplary of the preferred embodiments of the disclosure and is illustrative of the principles of the technology employed. It will be appreciated by those skilled in the art that the scope of the invention in the present disclosure is not limited to the specific combination of the above-mentioned features, but also encompasses other embodiments in which any combination of the above-mentioned features or their equivalents is possible without departing from the inventive concept. For example, the above features and (but not limited to) the features disclosed in this disclosure having similar functions are replaced with each other to form the technical solution.

Claims (14)

1. A finishing scheme recommendation method, comprising:
acquiring an image of a room;
obtaining a recommended finishing solution for the room, the recommended finishing solution determined from an image of the room, the recommended finishing solution including one or more recommended products;
overlaying an image showing the recommended finishing scheme on the real-time image of the room.
2. The method of claim 1, wherein:
the acquiring of the image of the room comprises scanning the room through a camera to acquire a panoramic image of the room;
the recommended finishing scheme comprises any one or combination of any more recommended products: furniture, household appliances, finishing materials, household articles, said recommended products having at least one or more of the following parameters matched to each other: appearance, material, brand, function.
3. The method of claim 1, wherein:
the recommended products in the recommended finishing scheme are determined according to any one or more of the following parameters obtained based on the image analysis of the room: a type of the room, items already in the room, items in a room similar to the room, other recommended products in the room.
4. The method of claim 1, wherein:
the recommended products in the recommended finishing scheme are determined according to one or more of the size of the room, the geographic location of the room, the orientation of the room, and any one or more of the following parameters based on the image analysis of the room: a type of the room, items already in the room, items in a room similar to the room, other recommended products in the room.
5. The method of claim 1, wherein the recommended finishing regimen further comprises a placement and/or orientation of the recommended product determined from the image of the room.
6. The method of claim 1, further comprising:
acquiring a first user input, wherein the first user input is used for specifying the working state of the recommended product;
and displaying the corresponding working state of the recommended product according to the first user input.
7. The method of claim 1, further comprising:
obtaining a second user input for specifying a placement position and/or orientation of the recommended product;
and displaying the corresponding placing position and/or orientation of the recommended product according to the second user input.
8. The method of claim 1, further comprising:
obtaining a third user input specifying an appearance of the recommended product;
changing an appearance of the displayed recommended product according to the third user input.
9. The method of claim 1, wherein said overlaying an image showing the recommended product on a real-time image of the room comprises:
when any one or more of the working state, the placing position, the orientation, the appearance, the material and the function of any one or more recommended products in the displayed recommended products are changed, the corresponding one or more of the working state, the placing position, the orientation, the appearance, the material and the function of any other one or more recommended products in the recommended products are correspondingly changed.
10. The method of claim 1, wherein:
the acquiring of the image of the room comprises acquiring the image of the room through a camera of the augmented reality device;
the displaying of the image of the recommended product superimposed on the real-time image of the room includes displaying the image of the recommended product superimposed on the real-time image of the room on a display device of the augmented reality device.
11. The method of claim 1, further comprising: and acquiring user input through a sensor of the augmented reality equipment, and changing the image of the recommended product according to the user input.
12. An electronic device comprising a memory and a processor; wherein the memory is configured to store one or more computer instructions, wherein the one or more computer instructions are executed by the processor to implement the method steps of any of claims 1-11.
13. A readable storage medium having stored thereon computer instructions which, when executed by a processor, carry out the method steps of any of claims 1 to 11.
14. A computer program product comprising computer instructions which, when executed by a processor, carry out the method steps of any of claims 1 to 11.
CN202210332367.8A 2022-03-30 2022-03-30 Decoration scheme recommendation method and device, electronic equipment, medium and program product Pending CN114820108A (en)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110766519A (en) * 2019-09-30 2020-02-07 万翼科技有限公司 House decoration scheme recommendation system and method
CN111563796A (en) * 2020-04-26 2020-08-21 上海传英信息技术有限公司 Decoration scheme recommendation method, terminal device and readable storage medium
CN112256962A (en) * 2020-10-21 2021-01-22 网娱互动科技(北京)股份有限公司 Method for intelligently recommending house decoration scheme
CN112381606A (en) * 2020-11-12 2021-02-19 贝壳技术有限公司 Household article recommendation method and device, electronic equipment and storage medium
CN113256392A (en) * 2021-06-17 2021-08-13 佛山市陶风互联网络科技有限公司 AR-based tile changing, installing and repairing display method and system and readable storage medium

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110766519A (en) * 2019-09-30 2020-02-07 万翼科技有限公司 House decoration scheme recommendation system and method
CN111563796A (en) * 2020-04-26 2020-08-21 上海传英信息技术有限公司 Decoration scheme recommendation method, terminal device and readable storage medium
CN112256962A (en) * 2020-10-21 2021-01-22 网娱互动科技(北京)股份有限公司 Method for intelligently recommending house decoration scheme
CN112381606A (en) * 2020-11-12 2021-02-19 贝壳技术有限公司 Household article recommendation method and device, electronic equipment and storage medium
CN113256392A (en) * 2021-06-17 2021-08-13 佛山市陶风互联网络科技有限公司 AR-based tile changing, installing and repairing display method and system and readable storage medium

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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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