CN115357960A - Method, device and equipment for determining structural characteristics of shoe body area and storage medium - Google Patents

Method, device and equipment for determining structural characteristics of shoe body area and storage medium Download PDF

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Publication number
CN115357960A
CN115357960A CN202210913803.0A CN202210913803A CN115357960A CN 115357960 A CN115357960 A CN 115357960A CN 202210913803 A CN202210913803 A CN 202210913803A CN 115357960 A CN115357960 A CN 115357960A
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design
shoe body
structural
reference object
structural features
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林子森
吴昊
谢子立
林冠宇
谢巧琳
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Guangdong Shidi Intelligent Technology Co Ltd
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Guangdong Shidi Intelligent Technology Co Ltd
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/10—Geometric CAD
    • G06F30/12—Geometric CAD characterised by design entry means specially adapted for CAD, e.g. graphical user interfaces [GUI] specially adapted for CAD
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2111/00—Details relating to CAD techniques
    • G06F2111/20—Configuration CAD, e.g. designing by assembling or positioning modules selected from libraries of predesigned modules

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  • Computer Hardware Design (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
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  • Footwear And Its Accessory, Manufacturing Method And Apparatuses (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The application discloses a method, a device, equipment and a storage medium for determining structural characteristics of a shoe body region, and belongs to the technical field of Internet of things. The method comprises the following steps: acquiring a reference picture, and identifying at least one design reference object in the reference picture; extracting structural features of the design reference object; and in the shoe body design interface, the structural characteristics are adopted to carry out structural construction on the target area of the shoe body, so as to obtain a structural construction effect diagram of the shoe body. According to the technical scheme, the problem that the design efficiency is limited due to the fact that designers of the shoe bodies manually design is solved through extracting structural features of the design reference object, the automatic design of the areas in the design process of the shoe bodies can be achieved, the design efficiency is improved, and the shoe body design integrity is stronger.

Description

Method, device and equipment for determining structural characteristics of shoe body area and storage medium
Technical Field
The application belongs to the technical field of Internet of things, and particularly relates to a method, a device, equipment and a storage medium for determining structural characteristics of a shoe body region.
Background
With the rapid development of the technology level, the requirements of people for daily wearing of equipment are gradually increased. Especially for the wearing of footwear, people prefer personalized shoes over the more common conventional versions.
At present, when the shoe body is designed individually, technicians often design the corresponding area of the shoe body manually according to the structural characteristics of the design reference object. However, such a design method is very dependent on the personal design experience of the designer, and the design process is time-consuming and inefficient. Therefore, how to automatically design the corresponding area of the shoe body according to the structural characteristics of the reference object in the shoe body design process is a technical problem to be solved urgently by those skilled in the art.
Disclosure of Invention
The embodiment of the application aims to provide a method, a device, equipment and a storage medium for determining structural characteristics of a shoe body region, and can solve the problem that design efficiency is limited due to manual design of a designer of a shoe body. The automatic design of the area in the shoe body design process can be realized, the design efficiency is improved, and the shoe body design integrity is stronger.
In a first aspect, an embodiment of the present application provides a method for determining structural characteristics of a shoe body region, where the method includes:
acquiring a reference picture, and identifying at least one design reference object in the reference picture;
extracting structural features of the design reference object;
and in the shoe body design interface, the structural characteristics are adopted to carry out structural construction on the target area of the shoe body, so as to obtain a structural construction effect diagram of the shoe body.
Further, extracting the structural features of the design reference object includes:
and identifying and extracting the features of the design reference object through a pre-constructed structural feature extraction model to obtain the structural features of the design reference object.
Further, before identifying and feature extracting the structure of the design reference object through a pre-constructed structure feature extraction model, the method further comprises:
determining a reference range in the design reference object in response to a reference range determination operation in the design reference object;
correspondingly, the identifying and feature extracting of the structure of the design reference object through the pre-constructed structure feature extraction model comprises the following steps:
and identifying and extracting the structure of the reference range of the design reference object through a pre-constructed structure feature extraction model.
Further, after extracting the structural features of the design reference object, the method further includes:
and determining a target area for structure construction from at least one candidate area of the shoe body based on the structural characteristics.
Further, the structural feature includes at least one of a protrusion, a groove, a thickness, and a transparency.
Further, after extracting the structural features of the design reference object, the method further includes:
and displaying the structural features in a list form in a candidate design column of a shoe body design interface according to the extracted number of the structural features.
Further, after presenting the structural features in the form of a list, the method further comprises:
and in a candidate design column of the shoe body design interface, responding to the selection operation of the structural features, performing structural construction on the target area of the shoe body, and rendering a structural construction effect diagram of the shoe body.
In a second aspect, the present application provides an apparatus for determining structural characteristics of a shoe body region, the apparatus comprising:
the identification module is used for acquiring a reference picture and identifying at least one design reference object in the reference picture;
the extraction module is used for extracting the structural features of the design reference object;
and the building module is used for carrying out structural building on the target area of the shoe body by adopting the structural characteristics in a shoe body design interface to obtain a structural building effect diagram of the shoe body.
In a third aspect, an embodiment of the present application provides an electronic device, which includes a processor, a memory, and a program or instructions stored on the memory and executable on the processor, and when executed by the processor, the program or instructions implement the steps of the method according to the first aspect.
In a fourth aspect, embodiments of the present application provide a readable storage medium, on which a program or instructions are stored, which when executed by a processor, implement the steps of the method according to the first aspect.
In the embodiment of the application, a reference picture is obtained, and at least one design reference object in the reference picture is identified; extracting structural features of the design reference object; and in the shoe body design interface, the structural characteristics are adopted to carry out structural construction on the target area of the shoe body, so as to obtain a structural construction effect diagram of the shoe body. According to the technical scheme, the problem that the design efficiency is limited due to manual design of designers of the shoe bodies can be solved by extracting the structural features of the design reference object. The automatic design of the area in the shoe body design process can be realized, the design efficiency is improved, and the shoe body design integrity is stronger.
Drawings
FIG. 1 is a schematic flow chart of a method for determining structural characteristics of a shoe body region according to an embodiment of the present disclosure;
FIG. 2 is a schematic flowchart of a method for determining structural characteristics of a shoe body region according to a second embodiment of the present application;
FIG. 3 is a schematic flow chart of a method for determining structural characteristics of a shoe body region according to a third embodiment of the present application;
FIG. 4 is a schematic structural diagram of a device for determining structural characteristics of an area of a shoe body according to a fourth embodiment of the present application;
fig. 5 is a schematic structural diagram of an electronic device according to an embodiment of the present application.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application more apparent, specific embodiments of the present application are described in detail below with reference to the accompanying drawings. It is to be understood that the specific embodiments described herein are merely illustrative of and not restrictive on the broad application. It should be further noted that, for the convenience of description, only some but not all of the relevant portions of the present application are shown in the drawings. Before discussing exemplary embodiments in more detail, it should be noted that some exemplary embodiments are described as processes or methods depicted as flowcharts. Although a flowchart may describe the operations (or steps) as a sequential process, many of the operations can be performed in parallel, concurrently or simultaneously. In addition, the order of the operations may be re-arranged. The process may be terminated when its operations are completed, but may have additional steps not included in the figure. The processes may correspond to methods, functions, procedures, subroutines, and the like.
The technical solutions in the embodiments of the present application will be described below clearly with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are some, but not all, embodiments of the present application. All other embodiments that can be derived by one of ordinary skill in the art from the embodiments given herein are intended to be within the scope of the present disclosure.
The terms first, second and the like in the description and in the claims of the present application are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It will be appreciated that the data so used may be interchanged under appropriate circumstances such that embodiments of the application are capable of operation in sequences other than those illustrated or described herein, and that the terms "first," "second," etc. are generally used in a generic sense and do not limit the number of terms, e.g., a first term can be one or more than one. In addition, "and/or" in the specification and claims means at least one of connected objects, a character "/" generally means that a preceding and succeeding related objects are in an "or" relationship.
The following describes the method, apparatus, device and storage medium for determining the structural characteristics of a shoe body region according to the embodiments of the present application in detail through specific embodiments and application scenarios thereof with reference to the accompanying drawings.
Example one
Fig. 1 is a schematic flow chart of a method for determining structural characteristics of a shoe body region according to an embodiment of the present application. As shown in fig. 1, the method specifically comprises the following steps:
s101, acquiring a reference picture, and identifying at least one design reference object in the reference picture.
Firstly, the use scene of the scheme can be used on an intelligent terminal, such as a smart phone, a tablet computer or a desktop computer, when a designer designs the shoe body through software or an editing page. Based on the above usage scenario, it can be understood that the execution subject of the present application may be the intelligent terminal, and may also be a processor running software or editing a page in the intelligent terminal, which is not limited herein.
In this embodiment, the reference picture may be an image including a design reference object, and may be stored in a database by a designer in advance, and the number and the name of the reference picture are stored together. Wherein, the design reference object can be understood as an object providing reference for a technician to design the shoe body. Identifying at least one design reference image in a reference picture may be understood as that the reference picture may include a plurality of reference objects, and one of the reference objects may be identified during identification, or a plurality of reference objects may be identified together.
In this embodiment, the reference picture may be obtained by searching the database based on the number or the name and extracting the reference picture from the database by the designer. The designer can also control the camera device of the intelligent device to shoot the design reference object so as to directly obtain the reference picture. The reference object can be identified by a pre-trained identification model, or by a manual selection operation of a technician.
In this embodiment, a designer acquires a reference picture by querying a database or controlling a camera device, inputs the reference picture into a pre-trained recognition model, and the recognition model outputs a corresponding design reference object. The design reference object may be one or more. Illustratively, the identification model identifies butterflies, flowers, trees and the like in the reference picture and selects one or more of the butterflies, the flowers, the trees and the like as design reference objects.
And S102, extracting the structural features of the design reference object.
In this embodiment, the structural feature may be understood as a constituent feature of the design reference object, for example, a shape, a color, and other features of the design reference object. The structural features of the design reference object can be extracted through a preset algorithm or through a neuron network.
In this embodiment, optionally, the extracting the structural feature of the design reference object includes:
and identifying and extracting the features of the design reference object through a pre-constructed structural feature extraction model to obtain the structural features of the design reference object.
In this embodiment, the structural feature extraction model may be a machine learning model for extracting the structural feature of the design reference object. The structural feature extraction model can be obtained by training a plurality of groups of design reference objects as training samples by technicians and performing supervised training by using structural features extracted from the design reference objects as labels.
In this embodiment, a technician pre-constructs a feature structure extraction model according to a training sample, inputs the design reference object as input data to the feature structure extraction model, and the feature structure extraction model identifies the structure of the design reference object and outputs the structural features of the design reference object. Illustratively, the design reference object is shark, and an image containing the shark is input into the feature extraction model as input data, and the feature extraction model outputs features of the shark, such as dorsal fin, pectoral fin, teeth and the like, arrangement mode, curve structure and the like.
According to the technical scheme provided by the embodiment, the structural features of the design reference object are extracted based on a pre-constructed structural feature extraction model. The scheme further improves the acquisition efficiency of the structural features of the design reference object.
S103, in a shoe body design interface, adopting the structural characteristics to carry out structural construction on a target area of the shoe body to obtain a structural construction effect picture of the shoe body.
In this embodiment, the shoe body design interface may be an interface that a designer enters when designing the shoe body. It can be an interface of design software, and also can be an interface with shoe body design function opened by a browser. The target shoe body region may be different parts of the shoe body, such as a sole, an upper, etc., or may be a predetermined region previously divided by a technician, such as a left upper, a right upper, etc., and the target region may be one or more regions determined by the technician from the above regions. The structural configuration may be understood as a corresponding structural design of the target area of the shoe body based on the structural characteristics. Specifically, the structural features of the design reference object are integrated into the target area of the shoe body, so that the target area of the shoe body has the same structural features as the design object. The structural member effect map may be an image for showing the physical effect after the shoe body is constructed.
In this embodiment, a designer opens an interface with a shoe body design function through a browser, integrates the structural features of the design reference object into the target area of the shoe body, so that the target area of the shoe body has the same structural features as the design object, and displays an image of the entity effect of the shoe body after the construction on a display interface.
According to the technical scheme provided by the embodiment, the structural characteristics of the reference object are extracted, and the structural characteristics are adopted to carry out structural construction on the target area of the shoe body, so that the structural construction effect diagram of the shoe body is obtained. According to the technical scheme, the problem of limited design efficiency caused by manual design of designers of the shoe bodies can be solved by extracting structural features of the design reference object. The automatic design of the area in the shoe body design process can be realized, the design efficiency is improved, and the shoe body design integrity is stronger.
Example two
Fig. 2 is a schematic flowchart of a method for determining structural characteristics of a shoe body region according to a second embodiment of the present application. As shown in fig. 2, the method specifically includes the following steps:
s201, obtaining a reference picture, and identifying at least one design reference object in the reference picture.
S202, responding to the reference range determination operation in the design reference object, and determining the reference range in the design reference object.
In this embodiment, the reference range in the design reference object may be understood as a local range of the design reference object. Taking the design reference object as a shark, the reference range may be a local image in the shark image containing one or more of dorsal fins, pectoral fins, and teeth.
In this embodiment, the operation of determining the reference range in response to the reference range in the design reference object may be to determine the reference range based on a manual selection operation of a designer, or may be to determine the reference range automatically by the smart device based on the designer triggering a "reference range determination" button. The determination of the reference range based on the manual selection operation of the designer may be manually drawing a frame of the reference range, taking a local image in the frame as the reference range, or manually dragging and reducing the image of the design reference object, and taking a reserved part of the image as the reference range.
In this embodiment, the reference range in the design reference object is determined based on a manual selection operation by a designer or based on the designer triggering a "reference range determination" button.
And S203, identifying and extracting the structure of the reference range of the design reference object through a pre-constructed structural feature extraction model.
In this embodiment, a technician previously constructs a feature structure extraction model according to a training sample, inputs a reference range of the design reference object as input data to the feature structure extraction model, and the feature structure extraction model identifies a structure of the reference range of the design reference object and outputs a structural feature of the reference range of the design reference object. Illustratively, the design reference object is a shark, the technician manually selects the teeth of the shark as the reference range, and inputs the teeth containing the shark as input data into the feature extraction model, which outputs features such as shapes of the shark teeth.
S204, in a shoe body design interface, adopting the structural characteristics to carry out structural construction on a target area of the shoe body to obtain a structural construction effect picture of the shoe body.
In this embodiment, optionally, after extracting the structural feature of the design reference object, the method further includes:
and determining a target area for structure construction from at least one candidate area of the shoe body based on the structural characteristics.
Wherein, the at least one candidate area can be one or more partial parts of the shoe body, or one or more areas pre-divided by a technician. The target area may be one or more areas determined by a technician from the aforementioned areas.
In this embodiment, the step of determining the target area for the structure construction from the at least one candidate area of the shoe body based on the structural feature may be understood as determining the corresponding shoe body area according to the structural feature. Describing the shark-shaped structural feature as an example, the corresponding target area can be determined to be the sole according to the sawtooth-shaped feature of the shark teeth. And determining the corresponding target area as the vamp according to the triangular shape characteristics of the shark dorsal fin and the pectoral fin and the black and gray color characteristics of the shark. Correspondingly, the sole can be divided into an upper candidate region and a lower candidate region according to the sawtooth-shaped characteristics of the shark teeth, and the two candidate regions are separated in a sawtooth shape. The shoe upper is divided into a plurality of candidate regions according to the triangular shapes of the shark dorsal fins and the shark pectoral fins, and the candidate regions of the shoe upper are divided by adopting the shapes similar to the shark dorsal fins and the shark pectoral fins.
According to the technical scheme provided by the embodiment, based on the structural characteristics, a target area for carrying out structural construction is determined from at least one candidate area of the shoe body. According to the technical method, the corresponding target area is determined based on the structural characteristics, the adaptation degree of the structural characteristics of the design reference object and the shoe body area can be improved, the association degree of the shoe body design and the design reference object is higher, and the design theme is better reflected.
In this embodiment, optionally, the structural feature includes at least one of a protrusion, a groove, a thickness, and a transparency.
Wherein the protrusions can be protrusions in shape, such as humps of camels, or protrusions in texture, such as protrusions on crocodile skin material. The trench may be understood as a recessed part of the design reference object, for example a trench in a building. The thickness and transparency may be parameter values determined from the design reference object. The design reference object is taken as an example of cicada wing, the thickness of the cicada wing is 0.2 mm, and the transparency of the cicada wing is 80%.
In this embodiment, the structural features include one or more of protrusions, grooves, thickness, and transparency.
According to the technical scheme provided by the embodiment, one or more structural features of the projection, the groove, the thickness and the transparency of the design reference object are extracted, so that the shoe body area can be designed more accurately based on the structural features, and the association degree of the shoe body design and the design reference object is further improved.
According to the technical scheme provided by the embodiment, the reference range in the design reference object is determined, and then the structure of the reference range of the design reference object is identified and extracted through a pre-constructed structural feature extraction model. By the technical scheme, the extraction of the local features of the design reference object can be realized, and the feature extraction accuracy is improved.
EXAMPLE III
Fig. 3 is a schematic flow chart of a method for determining structural characteristics of a shoe body region according to the second embodiment of the present application. As shown in fig. 3, the method specifically includes the following steps:
s301, acquiring a reference picture, and identifying at least one design reference object in the reference picture.
And S302, extracting the structural features of the design reference object.
S303, displaying the structural features in a list form in a candidate design column of a shoe body design interface according to the extracted number of the structural features.
In this embodiment, the number of extracted structural features may be the number of features of different categories, for example, if the design reference image includes the number of features of 3 categories including shape, color, and material, the number of extracted structural features is 3. Optionally, the feature number may also be the number of reference ranges of the same design reference object, for example, 3 reference ranges of dorsal fins, pectoral fins and teeth included in sharks, and then the number of extracted structural features is 3. The candidate design bar may be understood as a selectable list containing the structural features. Wherein the number of selectable items in the list is consistent with the extraction number.
In this embodiment, the extracted number of the structural features is displayed in a list form in a candidate design bar, so that a designer can design a shoe body according to the structural features.
In this embodiment, optionally, after displaying the structural features in a form of a list, the method further includes:
and in a candidate design column of the shoe body design interface, responding to the selection operation of the structural features, performing structural construction on the target area of the shoe body, and rendering a structural construction effect diagram of the shoe body.
The structural feature selection operation may be understood as a manual selection of a structural feature by a technician, and specifically may be a manual selection of a corresponding structural feature for a target area by a designer according to actual needs. The step of performing the structural construction on the target area of the shoe body in response to the structural feature selection operation may be that the intelligent device detects that the designer triggers the structural feature, and fills the structural feature into the target area corresponding to the shoe body. The rendering of the structure building effect graph of the shoe body can be realized by rendering and displaying the structure building effect graph through a rendering model.
In this embodiment, the designer manually selects corresponding structural features from the candidate design bar of the shoe body design interface, the intelligent device fills the structural features into the target areas corresponding to the shoe bodies based on the selection operation of the designer, and renders and displays the structure construction effect diagram through the rendering model.
Illustratively, described with reference to sharks as the design reference object, candidate columns of the shoe body design interface include 3 shark dorsal fin, pectoral fin, and tooth features. The structural characteristics are associated with the corresponding shoe body areas in advance, a designer clicks a 'construction' button corresponding to the structural characteristics of the dorsal fin, and the structural characteristics of the dorsal fin can be automatically filled into the corresponding shoe body areas.
According to the technical scheme provided by the embodiment, the structure construction is carried out on the target area of the shoe body in response to the structure characteristic selection operation, and the structure construction effect graph of the shoe body is rendered. Through the technical method, on one hand, a designer can selectively apply and construct partial structural features, and adjustment and modification in the shoe body design process are facilitated. On the other hand, the effect picture is constructed by rendering the structure of the shoe body, so that designers can intuitively know the physical effect of shoe body design.
In this embodiment, optionally, the intelligent terminal may further automatically perform structure construction on the target area of the shoe body according to the result features in the candidate design bar, and render a structure construction effect diagram of the shoe body. Specifically, the intelligent terminal responds to the construction of a structural feature list in the candidate design bar, automatically triggers the structural construction of the target area of the shoe body according to the structural features in the list, and renders a structural construction effect diagram of the shoe body.
S304, in a shoe body design interface, adopting the structural characteristics to carry out structural construction on a target area of the shoe body to obtain a structural construction effect diagram of the shoe body.
According to the technical scheme provided by the embodiment, the structural characteristics are displayed in a list form in the candidate design column of the shoe body design interface. On the one hand, the designer can visually know the extraction quantity of the structural features corresponding to the design reference, so that the structural features can be more clearly presented. On the other hand, the corresponding shoe body target area is convenient to determine according to the structural characteristics, and the shoe body design efficiency is further improved.
Example four
Fig. 4 is a schematic structural diagram of a device for determining structural characteristics of a shoe body region according to a third embodiment of the present application. As shown in fig. 4, the method specifically includes the following steps:
an identifying module 401, configured to obtain a reference picture, and identify at least one design reference object in the reference picture;
an extracting module 402, configured to extract structural features of the design reference object;
the building module 403 is configured to use the structural features to perform structural building on the target area of the shoe body in the shoe body design interface, so as to obtain a structural building effect diagram of the shoe body.
Further, the extraction module 402 includes a first extraction unit, and the first extraction unit is configured to:
and identifying and extracting the features of the design reference object through a pre-constructed structural feature extraction model to obtain the structural features of the design reference object.
Further, the device for determining the structural characteristics of the shoe body region further comprises a determination module, wherein the determination module is used for:
determining a reference range in the design reference object in response to a reference range determination operation in the design reference object.
Correspondingly, the extraction module 402 further comprises a second extraction unit, configured to: :
and identifying and extracting the structure of the reference range of the design reference object through a pre-constructed structure feature extraction model.
Further, the determining module includes a first determining unit, and the first determining unit is configured to:
and determining a target area for structure construction from at least one candidate area of the shoe body based on the structural characteristics. Wherein the structural feature comprises at least one of a protrusion, a groove, a thickness, and a transparency.
Further, the device for determining the structural characteristics of the shoe body region further comprises a display module, wherein the display module is used for:
and displaying the structural features in a list form in a candidate design column of a shoe body design interface according to the extracted number of the structural features.
Further, the device for determining the structural characteristics of the shoe body region further comprises a rendering module, wherein the rendering module is used for:
and in a candidate design column of the shoe body design interface, responding to the selection operation of the structural features, performing structural construction on the target area of the shoe body, and rendering a structural construction effect diagram of the shoe body.
The device for determining the structural characteristics of the shoe body region provided by the embodiment of the application can realize the processes realized by the method embodiments of fig. 1, 2 to 3, and is not repeated here to avoid repetition.
EXAMPLE five
Fig. 5 is a schematic structural diagram of an electronic device provided in an embodiment of the present application, and as shown in fig. 5, an embodiment of the present application further provides an electronic device 500, which includes a processor 501, a memory 502, and a program or an instruction stored in the memory 502 and executable on the processor 501, and when the program or the instruction is executed by the processor 501, the processes of the embodiment of the method for determining the structural characteristics of the shoe body region are implemented, and the same technical effects can be achieved, and are not repeated here to avoid repetition.
It should be noted that the electronic device in the embodiment of the present application includes the mobile electronic device and the non-mobile electronic device described above.
Example six
The embodiment of the present application further provides a readable storage medium, where a program or an instruction is stored, and when the program or the instruction is executed by a processor, the program or the instruction realizes each process of the above method for determining the structural characteristics of the shoe body region, and can achieve the same technical effect, and in order to avoid repetition, the detailed description is omitted here.
Storage medium-any of various types of memory devices or storage devices. The term "storage medium" is intended to include: mounting media such as CD-ROM, floppy disk, or tape devices; computer system memory or random access memory such as DRAM, DDR RAM, SRAM, EDO RAM, lanbas (Rambus) RAM, etc.; non-volatile memory, such as flash memory, magnetic media (e.g., hard disk or optical storage); registers or other similar types of memory elements, etc. The storage medium may also include other types of memory or combinations thereof. In addition, the storage medium may be located in a first computer system in which the program is executed, or may be located in a different second computer system connected to the first computer system through a network (such as the internet). The second computer system may provide program instructions to the first computer for execution. The term "storage medium" may include two or more storage media residing in different locations, e.g., in different computer systems connected by a network. The storage medium may store program instructions (e.g., embodied as a computer program) that are executable by one or more processors.
It should be noted that, in the embodiment of the apparatus for adjusting a shoe model based on collected data, the included units and modules are only divided according to functional logic, but are not limited to the above division, as long as the corresponding functions can be realized; in addition, specific names of the functional units are only for convenience of distinguishing from each other, and are not used for limiting the protection scope of the embodiment of the invention.
It should be noted that the foregoing is only a preferred embodiment of the present invention and the technical principles applied. Those skilled in the art will appreciate that the embodiments of the present invention are not limited to the specific embodiments described herein, and that various obvious changes, adaptations, and substitutions are possible, without departing from the scope of the embodiments of the present invention. Therefore, although the embodiments of the present invention have been described in more detail through the above embodiments, the embodiments of the present invention are not limited to the above embodiments, and many other equivalent embodiments may be included without departing from the concept of the embodiments of the present invention, and the scope of the embodiments of the present invention is determined by the scope of the appended claims.

Claims (10)

1. A method of determining structural characteristics of a body region of a shoe, the method comprising:
acquiring a reference picture, and identifying at least one design reference object in the reference picture;
extracting structural features of the design reference object;
and in a shoe body design interface, adopting the structural characteristics to carry out structural construction on a target area of the shoe body to obtain a structural construction effect picture of the shoe body.
2. The method of claim 1, wherein extracting structural features of the design reference object comprises:
and identifying and extracting the features of the design reference object through a pre-constructed structural feature extraction model to obtain the structural features of the design reference object.
3. The method of claim 2, wherein prior to identifying and feature extracting the structure of the design reference object by a pre-constructed structural feature extraction model, the method further comprises:
determining a reference range in the design reference object in response to a reference range determination operation in the design reference object;
correspondingly, the identification and feature extraction of the structure of the design reference object through the pre-constructed structural feature extraction model comprises the following steps:
and identifying and extracting the structure of the reference range of the design reference object through a pre-constructed structure feature extraction model.
4. The method of claim 2, wherein after extracting structural features of the design reference object, the method further comprises:
and determining a target area for structure construction from at least one candidate area of the shoe body based on the structural characteristics.
5. The method of claim 3 or 4, wherein the structural features comprise at least one of protrusions, grooves, thickness, and transparency.
6. The method of claim 1, wherein after extracting structural features of the design reference object, the method further comprises:
and displaying the structural features in a list form in a candidate design column of a shoe body design interface according to the extracted number of the structural features.
7. The method of claim 6, wherein after presenting the structural features in a list, the method further comprises:
and in a candidate design column of the shoe body design interface, responding to the selection operation of the structural features, performing structural construction on the target area of the shoe body, and rendering a structural construction effect diagram of the shoe body.
8. An apparatus for determining structural characteristics of an area of a shoe body, the apparatus comprising:
the identification module is used for acquiring a reference picture and identifying at least one design reference object in the reference picture;
the extraction module is used for extracting the structural features of the design reference object;
and the construction module is used for carrying out structure construction on the target area of the shoe body by adopting the structural characteristics in a shoe body design interface to obtain a structure construction effect diagram of the shoe body.
9. An electronic device, comprising a processor, a memory and a program or instructions stored on the memory and executable on the processor, the program or instructions, when executed by the processor, implementing the steps of the method of determining the structural characteristics of an area of a shoe according to any one of claims 1 to 7.
10. A readable storage medium, characterized in that it stores thereon a program or instructions which, when executed by a processor, implement the steps of a method for determining the structural characteristics of a shoe body area according to any one of claims 1 to 7.
CN202210913803.0A 2022-07-29 2022-07-29 Method, device and equipment for determining structural characteristics of shoe body area and storage medium Pending CN115357960A (en)

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CN202210913803.0A CN115357960A (en) 2022-07-29 2022-07-29 Method, device and equipment for determining structural characteristics of shoe body area and storage medium

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Application Number Priority Date Filing Date Title
CN202210913803.0A CN115357960A (en) 2022-07-29 2022-07-29 Method, device and equipment for determining structural characteristics of shoe body area and storage medium

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CN115357960A true CN115357960A (en) 2022-11-18

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