Method, apparatus and device for clothes matching evaluation

Abstract

The application relates to the technical field of clothes matching, and discloses a method for clothes matching evaluation, which comprises the following steps: acquiring a user image; acquiring user information and clothes information according to the user image; acquiring an attribute matching degree according to the user information and the clothes information; and acquiring a clothes matching score according to the attribute matching degree. The attribute matching degree is acquired according to the user information and the clothes information obtained through the user image, and the clothes matching score is acquired according to the attribute matching degree. The clothes matching of a user is scored according to the user's own condition, the user can obtain the matching score condition of the clothes worn by the user, and the experience of the user when wearing clothes is improved. The application further discloses a device and equipment for clothes matching evaluation.

Description

Technical Field

[0001] This application relates to the field of clothing matching technology, such as a method, apparatus, and device for evaluating clothing matching. Background Technology

[0002] As living standards improve, the types and styles of clothing become increasingly diverse. In daily life, people often spend a lot of time deciding what to wear each day. In most cases, people choose clothes randomly and make combinations, and it is difficult to evaluate their own clothing choices. They can only occasionally find out how their outfits look in the eyes of others.

[0003] In implementing the embodiments of this disclosure, it has been found that at least the following problems exist in the related technology: users have difficulty obtaining evaluations of their own clothing combinations. Summary of the Invention

[0004] To provide a basic understanding of some aspects of the disclosed embodiments, a brief summary is given below. This summary is not intended as a general commentary, nor is it intended to identify key / important components or describe the scope of protection of these embodiments, but rather as a prelude to the detailed description that follows.

[0005] This disclosure provides a method, apparatus, and device for evaluating clothing combinations, so as to evaluate a user's clothing combination scheme.

[0006] In some embodiments, the method for evaluating clothing combinations includes:

[0007] Get user image;

[0008] User information and clothing information are obtained based on the user image;

[0009] Attribute matching degree is obtained based on the user information and clothing information;

[0010] A clothing matching score is obtained based on the attribute matching degree.

[0011] In some embodiments, the apparatus for evaluating clothing combinations includes a processor and a memory storing program instructions, the processor being configured to execute the above-described method for evaluating clothing combinations when the program instructions are executed.

[0012] In some embodiments, the device includes the apparatus described above for evaluating clothing combinations.

[0013] The method, apparatus, and device for evaluating clothing combinations provided in this disclosure can achieve the following technical effects: Attribute matching degree is obtained from user information and clothing information acquired through user images, and a clothing combination score is obtained based on the attribute matching degree. This enables the scoring of a user's clothing combinations according to their own situation, making it easier for users to obtain their own clothing combination scores and improving the user's experience when putting together an outfit.

[0014] The above general description and the description below are exemplary and illustrative only and are not intended to limit this application. Attached Figure Description

[0015] One or more embodiments are illustrated by way of example with reference to the accompanying drawings. These illustrations and drawings do not constitute a limitation on the embodiments. Elements having the same reference numerals in the drawings are shown as similar elements. The drawings are not to be scaled. And wherein:

[0016] Figure 1 This is a schematic diagram of a method for evaluating clothing matching provided in an embodiment of this disclosure;

[0017] Figure 2 This is a schematic diagram of an apparatus for evaluating clothing matching provided in an embodiment of this disclosure. Detailed Implementation

[0018] To provide a more detailed understanding of the features and technical content of the embodiments of this disclosure, the implementation of the embodiments of this disclosure will be described in detail below with reference to the accompanying drawings. The accompanying drawings are for illustrative purposes only and are not intended to limit the embodiments of this disclosure. In the following technical description, for ease of explanation, several details are used to provide a full understanding of the disclosed embodiments. However, one or more embodiments may still be implemented without these details. In other cases, well-known structures and devices may be simplified in their depiction to simplify the drawings.

[0019] The terms "first," "second," etc., used in the specification, claims, and accompanying drawings of this disclosure are used to distinguish similar objects and are not necessarily used to describe a specific order or sequence. It should be understood that such data can be interchanged where appropriate for the embodiments of this disclosure described herein. Furthermore, the terms "comprising" and "having," and any variations thereof, are intended to cover non-exclusive inclusion.

[0020] Unless otherwise stated, the term "multiple" means two or more.

[0021] In this embodiment of the disclosure, the character " / " indicates that the objects before and after it are in an "or" relationship. For example, A / B means: A or B.

[0022] The term "and / or" describes an association between objects, indicating that three relationships can exist. For example, A and / or B means: A or B, or A and B.

[0023] Combination Figure 1 As shown, this disclosure provides a method for evaluating clothing combinations, including:

[0024] Step S101: Obtain the user image;

[0025] Step S102: Obtain user information and clothing information based on the user image;

[0026] Step S103: Obtain the attribute matching degree based on the user information and clothing information;

[0027] Step S104: Obtain clothing matching score based on the attribute matching degree.

[0028] The method for evaluating clothing combinations provided in this disclosure obtains attribute matching scores by combining user information and clothing information from user images, and then calculates a clothing combination score based on these matching scores. This method enables users to rate their clothing combinations according to their individual circumstances, facilitating access to their own clothing combination scores and improving the user experience when putting together an outfit.

[0029] Optionally, obtaining clothing information based on the user image includes:

[0030] Obtain clothing images based on the user images;

[0031] The clothing image is then identified to obtain the corresponding clothing information.

[0032] Optionally, obtaining attribute matching degree based on the user information and clothing information includes:

[0033] The attributes of the user information are compared with the attributes corresponding to the clothing information to obtain attribute comparison values;

[0034] The attribute matching degree is obtained based on the attribute comparison value.

[0035] Optionally, the attributes of the clothing information correspond to the attributes of the user information;

[0036] The attributes of the user information include the user's gender and / or age;

[0037] The attributes of the clothing information include suitable gender and / or suitable age.

[0038] Optionally, obtaining attribute matching degree based on the user information and clothing information includes:

[0039] Obtain user-inputted settings;

[0040] The attributes of the setting information and the attributes of the user information are compared with the attributes corresponding to the clothing information to obtain attribute comparison values;

[0041] The attribute matching degree is obtained based on the attribute comparison value.

[0042] Optionally, the clothing information includes attributes corresponding to the attributes of the user information, and the clothing information includes attributes corresponding to the attributes of the setting information;

[0043] The attributes of the user information include the user's gender and / or age;

[0044] The settings information includes one or more attributes among weather, scene, and season;

[0045] The clothing information includes attributes such as suitable gender and / or suitable age; the clothing information also includes one or more attributes such as suitable weather, suitable scene and suitable season.

[0046] Optionally, an outfit matching score is obtained based on the attribute matching degree, including:

[0047] The clothing matching score is obtained by weighting the matching degree of each attribute.

[0048] Optionally, after obtaining the clothing matching score based on the attribute matching degree, the method further includes:

[0049] The system will prompt you to change your clothing based on the attribute matching degree.

[0050] In some embodiments, user images are directly acquired via an image acquisition device, such as a mobile phone with a camera, or frame-by-frame from a captured video. Facial images are then identified within the user images, and the user's age and gender are determined based on the identified facial images. User-inputted settings, including weather, scene, and season, are acquired. Clothing images are segmented and extracted from the user images. These clothing images are then matched against a pre-defined clothing image database to obtain corresponding clothing information, including attributes such as suitable gender, suitable age, suitable weather, suitable scene, and suitable season. Weather, scene, season, user's age, and user's gender are compared with the suitable weather, suitable scene, suitable season, suitable age, and suitable gender, respectively, to obtain attribute comparison values. The attribute matching degree is then obtained based on these attribute comparison values. Optionally, if M pieces of clothing are detected on the user, the attribute of the j-th piece of clothing is α. j,i Clothing information has N attributes, α j,i ,i∈{1,......,N}, integrate the attributes of the setting information and the attributes of the user information into βi ,i∈{1,......,N},α j,i With β i For attributes of the same type, such as α j,i For suitable weather, β i For the weather. According to θ j,i ={α j,i ,β i} Obtain the attribute comparison value θ of the i-th attribute in the clothing information corresponding to the j-th clothing image. j,i α j,i With attribute β i When they match or are identical, θ j,i =1, α j,i With attribute β i When they do not match or are not the same, θ j,i It is 0. According to Get the attribute matching degree θ of the j-th garment. j .according to Obtain clothing matching scores θ, γ j γ is the weighting coefficient for the influence ratio of the j-th item of clothing, 0 < γ j <1, where i, N, j, and M are all positive integers. Obtaining a clothing matching score helps users understand their own outfit choices. Optionally, clothing replacement suggestions can be provided based on the attribute matching degree θ. j For the j-th item of clothing that is below a set threshold, prompt the user to replace it to improve the user's clothing matching deficiencies.

[0051] Combination Figure 2 As shown, this disclosure provides an apparatus for evaluating clothing combinations, including a processor 100 and a memory 101 storing program instructions. Optionally, the apparatus may further include a communication interface 102 and a bus 103. The processor 100, communication interface 102, and memory 101 can communicate with each other via the bus 103. The communication interface 102 can be used for information transmission. The processor 100 can call the program instructions in the memory 101 to execute the method for evaluating clothing combinations described in the above embodiment.

[0052] Furthermore, the program instructions in the aforementioned memory 101 can be implemented as software functional units and, when sold or used as independent products, can be stored in a computer-readable storage medium.

[0053] The memory 101, as a computer-readable storage medium, can be used to store software programs and computer-executable programs, such as program instructions / modules corresponding to the methods in the embodiments of this disclosure. The processor 100 executes functional applications and data processing by running the program instructions / modules stored in the memory 101, that is, it implements the method for evaluating clothing matching in the above embodiments.

[0054] The memory 101 may include a program storage area and a data storage area. The program storage area may store the operating system and applications required for at least one function; the data storage area may store data created based on the use of the terminal device. Furthermore, the memory 101 may include high-speed random access memory and may also include non-volatile memory.

[0055] The apparatus for evaluating clothing combinations provided in this disclosure obtains attribute matching scores from user information and clothing information obtained through user images, and then calculates a clothing combination score based on the attribute matching scores. This enables the scoring of a user's clothing combinations based on their own circumstances, making it easier for users to obtain their own clothing combination scores and improving their overall experience when putting together an outfit.

[0056] This disclosure provides an apparatus that includes the above-described device for evaluating clothing combinations.

[0057] In some embodiments, the device is a smart device such as a smartphone, smart TV, or smart wardrobe that integrates a camera, input device, and display interface.

[0058] Optionally, smart devices such as smartphones, smart TVs, and smart wardrobes can acquire user images and display recommended clothing combinations with ratings through a screen. Optionally, users can input or set settings through smart devices.

[0059] In some embodiments, the device is a server, which acquires user images through smart devices such as smartphones, smart TVs, and smart wardrobes that integrate cameras and display devices; the server then displays recommended clothing combinations to the user through these smart devices. Optionally, the server acquires user-inputted or set settings information through smart devices such as smartphones, smart TVs, and smart wardrobes.

[0060] This device obtains attribute matching scores by combining user information and clothing information from user images, and then assigns a clothing outfit score based on these scores. This allows for personalized clothing outfit scoring based on the user's individual circumstances, making it easier for users to see their outfit ratings and improving their overall dressing experience.

[0061] This disclosure provides a computer-readable storage medium storing computer-executable instructions configured to perform the above-described method for evaluating clothing combinations.

[0062] This disclosure provides a computer program product, which includes a computer program stored on a computer-readable storage medium. The computer program includes program instructions that, when executed by a computer, cause the computer to perform the above-described method for evaluating clothing matching.

[0063] The aforementioned computer-readable storage medium may be a transient computer-readable storage medium or a non-transitory computer-readable storage medium.

[0064] The technical solutions of this disclosure can be embodied in the form of a software product. This computer software product is stored in a storage medium and includes one or more instructions to cause a computer device (which may be a personal computer, server, or network device, etc.) to execute all or part of the steps of the method described in this disclosure. The aforementioned storage medium can be a non-transitory storage medium, including: a USB flash drive, a portable hard drive, a read-only memory (ROM), a random access memory (RAM), a magnetic disk, or an optical disk, and other media capable of storing program code; it can also be a transient storage medium.

[0065] The foregoing description and accompanying drawings fully illustrate embodiments of this disclosure to enable those skilled in the art to practice them. Other embodiments may include structural, logical, electrical, procedural, and other changes. The embodiments represent only possible variations. Individual components and functions are optional unless explicitly required, and the order of operation may vary. Parts and features of some embodiments may be included in or replace parts and features of other embodiments. Moreover, the terminology used in this application is for describing embodiments only and is not intended to limit the claims. As used in the description of embodiments and claims, the singular forms “a,” “an,” and “the” are intended to equally include the plural forms unless the context clearly indicates otherwise. Similarly, the term “and / or” as used in this application means including one or more of the associated listed items and all possible combinations thereof. Additionally, when used in this application, the term "comprise" and its variations "comprises" and / or "comprising" refer to the presence of stated features, integrals, steps, operations, elements, and / or components, but do not exclude the presence or addition of one or more other features, integrals, steps, operations, elements, components, and / or groups thereof. Without further limitations, an element defined by the phrase "comprises a..." does not exclude the presence of other identical elements in the process, method, or apparatus that includes said element. In this document, each embodiment may focus on the differences from other embodiments, and similar or identical parts between embodiments can be referred to mutually. For methods, products, etc., disclosed in the embodiments, if they correspond to the method section disclosed in the embodiments, the relevant parts can be referred to the description of the method section.

[0066] Those skilled in the art will recognize that the units and algorithm steps of the various examples described in conjunction with the embodiments disclosed herein can be implemented in electronic hardware, or a combination of computer software and electronic hardware. Whether these functions are implemented in hardware or software depends on the specific application and design constraints of the technical solution. Those skilled in the art can use different methods to implement the described functions for each specific application, but such implementation should not be considered beyond the scope of the embodiments of this disclosure. Those skilled in the art will clearly understand that, for the sake of convenience and brevity, the specific working processes of the systems, devices, and units described above can be referred to the corresponding processes in the foregoing method embodiments, and will not be repeated here.

[0067] The methods and products (including but not limited to devices and equipment) disclosed in the embodiments herein can be implemented in other ways. For example, the device embodiments described above are merely illustrative. For instance, the division of units may be merely a logical functional division, and in actual implementation, there may be other division methods. For example, multiple units or components may be combined or integrated into another system, or some features may be ignored or not executed. In addition, the coupling or direct coupling or communication connection between the shown or discussed units may be through some interfaces, and the indirect coupling or communication connection between devices or units may be electrical, mechanical, or other forms. The units described as separate components may or may not be physically separate. The components shown as units may or may not be physical units, that is, they may be located in one place or distributed across multiple network units. Some or all of the units may be selected to implement this embodiment according to actual needs. Furthermore, the functional units in the embodiments of this disclosure may be integrated into one processing unit, or each unit may exist physically separately, or two or more units may be integrated into one unit.

[0068] The flowcharts and block diagrams in the accompanying drawings illustrate the architecture, functionality, and operation of possible implementations of systems, methods, and computer program products according to embodiments of this disclosure. In this regard, each block in a flowchart or block diagram may represent a module, segment, or portion of code containing one or more executable instructions for implementing a specified logical function. In some alternative implementations, the functions marked in the blocks may occur in a different order than that shown in the drawings. For example, two consecutive blocks may actually be executed substantially in parallel, and they may sometimes be executed in reverse order, depending on the functions involved. In the descriptions corresponding to the flowcharts and block diagrams in the accompanying drawings, the operations or steps corresponding to different blocks may also occur in a different order than disclosed in the description, and sometimes there is no specific order between different operations or steps. For example, two consecutive operations or steps may actually be executed substantially in parallel, and they may sometimes be executed in reverse order, depending on the functions involved. Each block in a block diagram and / or flowchart, and combinations of blocks in a block diagram and / or flowchart, can be implemented using a dedicated hardware-based system that performs the specified function or action, or using a combination of dedicated hardware and computer instructions.

Claims

1. A method for evaluating clothing combinations, characterized in that, include: Get user image; User information and clothing information are obtained based on the user image; Attribute matching degree is obtained based on the user information and clothing information; A clothing matching score is obtained based on the attribute matching degree. The step of obtaining attribute matching degree based on the user information and clothing information includes: obtaining setting information; comparing the attributes of the setting information and the attributes of the user information with the attributes corresponding to the clothing information to obtain attribute comparison values; and obtaining attribute matching degree based on the attribute comparison values. The clothing information includes attributes corresponding to the attributes of the user information and attributes corresponding to the attributes of the setting information; the attributes of the user information include the user's gender and / or age; the setting information includes one or more attributes of weather, scene, and season; the attributes of the clothing information include suitable gender and / or suitable age; the clothing information also includes one or more attributes of suitable weather, suitable scene, and suitable season. The process of obtaining the attribute matching degree based on the attribute comparison value includes: according to Get the attribute matching degree θ of the j-th garment. j ; where θ j,i Let N be the attribute comparison value of the i-th attribute in the clothing information corresponding to the j-th clothing image, and N be the number of attributes in the clothing information. The process of obtaining a clothing matching score based on the attribute matching degree includes: according to Obtain clothing matching scores θ, γ j γ is the weighting coefficient for the influence ratio of the j-th garment, 0 < γ j <1, M is the number of clothes.

2. The method according to claim 1, characterized in that, Obtain clothing information based on the user image, including: Obtain clothing images based on the user images; The clothing image is then identified to obtain the corresponding clothing information.

3. The method according to claim 1, characterized in that, Obtaining attribute matching degree based on the user information and clothing information also includes: The attributes of the user information are compared with the attributes corresponding to the clothing information to obtain attribute comparison values; The attribute matching degree is obtained based on the attribute comparison value.

4. The method according to any one of claims 1 to 3, characterized in that, After obtaining the clothing matching score based on the attribute matching degree, the following is also included: The system will prompt you to change your clothing based on the attribute matching degree.

5. A device for evaluating clothing combinations, comprising a processor and a memory storing program instructions, characterized in that, The processor is configured to, when executing the program instructions, perform the method for evaluating clothing combinations as described in any one of claims 1 to 4.

6. A device, characterized in that, Includes the device for evaluating clothing combinations as described in claim 5.

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