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

Method, device, equipment and storage medium for determining structural features of shoe body region Download PDF

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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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    • G06F30/10Geometric CAD
    • G06F30/12Geometric CAD characterised by design entry means specially adapted for CAD, e.g. graphical user interfaces [GUI] specially adapted for CAD
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
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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

鞋体区域的结构特征确定方法、装置、设备及存储介质Method, device, equipment and storage medium for determining structural features of shoe body region

技术领域technical field

本申请属于物联网技术领域,具体涉及一种鞋体区域的结构特征确定方法、装置、设备及存储介质。The present application belongs to the technical field of the Internet of Things, and specifically relates to a method, device, equipment and storage medium for determining structural features of a shoe body region.

背景技术Background technique

随着科技水平的迅速发展,人们对日常穿着装备的要求也在逐渐提高。尤其是对于鞋类的穿着,相比于较为普通的常规款,人们更偏向于个性化的鞋子。With the rapid development of science and technology, people's requirements for daily wear equipment are also gradually increasing. Especially for the wearing of footwear, people are more inclined to personalized shoes than the more common conventional models.

目前,在对鞋体进行个性化设计时,往往是技术人员根据设计参考对象的结构特征,手动的根据所述结构特征对鞋体的对应区域进行设计。但是,此种设计方式十分依赖设计人员的个人设计经验,并且设计过程耗时长、效率低。因此,如何能够在鞋体设计过程中,根据参考对象的结构特征自动对鞋体的对应区域进行设计,是本领域技术人员亟待解决的技术问题。At present, when individualizing the shoe body, technicians often design the corresponding regions of the shoe body manually according to the structural features of the design reference object. However, this 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 regions of the shoe body according to the structural features of the reference object during the shoe body design process is a technical problem to be solved urgently by those skilled in the art.

发明内容Contents of the invention

本申请实施例的目的是提供一种鞋体区域的结构特征确定方法、装置、设备及存储介质,能够解决鞋体的设计人员手动设计造成的设计效率受限的问题。可以实现鞋体设计过程中的区域的进行自动化设计,提高设计效率,并使得鞋体设计的整体性更强。The purpose of the embodiment of the present application is to provide a method, device, device and storage medium for determining the structural features of the shoe body region, which can solve the problem of limited design efficiency caused by the manual design of shoe body designers. It can realize the automatic design of the area in the shoe body design process, improve the design efficiency, and make the shoe body design more integrated.

第一方面,本申请实施例提供了一种鞋体区域的结构特征确定方法,所述方法包括:In the first aspect, the embodiment of the present application provides a method for determining the structural features of the shoe body region, the method comprising:

获取参考图片,并识别所述参考图片中的至少一个设计参考对象;Acquiring a reference picture, and identifying at least one design reference object in the reference picture;

提取所述设计参考对象的结构特征;extracting structural features of the design reference object;

在鞋体设计界面中,采用所述结构特征对鞋体的目标区域进行结构构建,得到鞋体的结构构建效果图。In the shoe body design interface, use the structural features to construct the structure of the target area of the shoe body, and obtain the structural construction effect diagram of the shoe body.

进一步的,提取所述设计参考对象的结构特征,包括:Further, the structural features of the design reference object are extracted, including:

通过预先构建的结构特征提取模型对所述设计参考对象的结构进行识别和特征提取,得到设计参考对象的结构特征。Identify and extract the structure of the design reference object through a pre-built structural feature extraction model to obtain the structural features of the design reference object.

进一步的,在通过预先构建的结构特征提取模型对所述设计参考对象的结构进行识别和特征提取之前,所述方法还包括:Further, before performing identification and feature extraction on the structure of the design reference object through a pre-built structural feature extraction model, the method further includes:

响应于所述设计参考对象中的参考范围确定操作,确定所述设计参考对象中的参考范围;determining a reference range in the design reference object in response to a reference range determination operation in the design reference object;

相应的,通过预先构建的结构特征提取模型对所述设计参考对象的结构进行识别和特征提取,包括:Correspondingly, identify and feature extract the structure of the design reference object through a pre-built structural feature extraction model, including:

通过预先构建的结构特征提取模型对所述设计参考对象的参考范围进行结构的识别和提取。Identify and extract the structure of the reference range of the design reference object through the pre-built structure feature extraction model.

进一步的,在提取所述设计参考对象的结构特征之后,所述方法还包括:Further, after extracting the structural features of the design reference object, the method further includes:

基于所述结构特征,从所述鞋体至少一个候选区域中确定进行结构构建的目标区域。Based on the structural features, a target area for structural construction is determined from at least one candidate area of the shoe body.

进一步的,其特征在于,所述结构特征包括凸起、沟槽、厚度以及透明度中的至少一种。Further, it is characterized in that the structural features include at least one of protrusions, grooves, thickness and transparency.

进一步的,在提取所述设计参考对象的结构特征之后,所述方法还包括:Further, after extracting the structural features of the design reference object, the method further includes:

根据所述结构特征的提取数量,在鞋体设计界面的候选设计栏中,以列表的形式展示所述结构特征。According to the extracted quantity of the structural features, the structural features are displayed in the form of a list in the candidate design column of the shoe body design interface.

进一步的,在以列表的形式展示所述结构特征之后,所述方法还包括:Further, after displaying the structural features in the form of a list, the method further includes:

在鞋体设计界面的候选设计栏中,响应于结构特征选择操作,对鞋体的目标区域进行结构构建,并渲染鞋体的结构构建效果图。In the candidate design column of the shoe body design interface, in response to the structural feature selection operation, the structure construction is performed on the target area of the shoe body, and the structural construction effect diagram of the shoe body is rendered.

第二方面,本申请实施例提供了一种鞋体区域的结构特征确定装置,所述装置包括:In the second aspect, the embodiment of the present application provides a device for determining the structural features of the shoe body region, the device comprising:

识别模块,用于获取参考图片,并识别所述参考图片中的至少一个设计参考对象;An identification module, configured to acquire a reference picture, and identify at least one design reference object in the reference picture;

提取模块,用于提取所述设计参考对象的结构特征;An extraction module, configured to extract structural features of the design reference object;

构建模块,用于在鞋体设计界面中,采用所述结构特征对鞋体的目标区域进行结构构建,得到鞋体的结构构建效果图。The construction module is used for constructing the structure of the target area of the shoe body by using the structural features in the shoe body design interface to obtain the structural construction effect diagram of the shoe body.

第三方面,本申请实施例提供了一种电子设备,该电子设备包括处理器、存储器及存储在所述存储器上并可在所述处理器上运行的程序或指令,所述程序或指令被所述处理器执行时实现如第一方面所述的方法的步骤。In a third aspect, an embodiment of the present application provides an electronic device, the electronic device includes a processor, a memory, and a program or instruction stored in the memory and operable on the processor, and the program or instruction is The processor implements the steps of the method described in the first aspect when executed.

第四方面,本申请实施例提供了一种可读存储介质,所述可读存储介质上存储程序或指令,所述程序或指令被处理器执行时实现如第一方面所述的方法的步骤。In a fourth aspect, an embodiment of the present application provides a readable storage medium, on which a program or an instruction is stored, and when the program or instruction is executed by a processor, the steps of the method described in the first aspect are implemented .

在本申请实施例中,获取参考图片,并识别所述参考图片中的至少一个设计参考对象;提取所述设计参考对象的结构特征;在鞋体设计界面中,采用所述结构特征对鞋体的目标区域进行结构构建,得到鞋体的结构构建效果图。本技术方案,通过对设计参考对象的构结构特征的提取,能够解决鞋体的设计人员手动设计造成的设计效率受限的问题。可以实现鞋体设计过程中的区域的进行自动化设计,提高设计效率,并使得鞋体设计的整体性更强。In the embodiment of the present application, a reference picture is obtained, and at least one design reference object in the reference picture is identified; the structural features of the design reference object are extracted; The structure of the target area is constructed, and the structural construction rendering of the shoe body is obtained. This technical solution can solve the problem of limited design efficiency caused by manual design by designers of shoe bodies through the extraction of structural features of design reference objects. It can realize the automatic design of the area in the shoe body design process, improve the design efficiency, and make the shoe body design more integrated.

附图说明Description of drawings

图1是本申请实施例一提供的鞋体区域的结构特征确定方法的流程示意图;FIG. 1 is a schematic flowchart of a method for determining the structural features of a shoe body region provided in Embodiment 1 of the present application;

图2是本申请实施例二提供的鞋体区域的结构特征确定方法的流程示意图;Fig. 2 is a schematic flow chart of the method for determining the structural features of the shoe body region provided by Embodiment 2 of the present application;

图3是本申请实施例三提供的鞋体区域的结构特征确定方法的流程示意图;Fig. 3 is a schematic flow chart of the method for determining the structural features of the shoe body region provided by Embodiment 3 of the present application;

图4是本申请实施例四提供的鞋体区域的结构特征确定装置的结构示意图;Fig. 4 is a schematic structural view of the device for determining the structural features of the shoe body region provided in Embodiment 4 of the present application;

图5是本申请实施例提供的电子设备的结构示意图。FIG. 5 is a schematic structural diagram of an electronic device provided by an embodiment of the present application.

具体实施方式Detailed ways

为了使本申请的目的、技术方案和优点更加清楚,下面结合附图对本申请具体实施例作进一步的详细描述。可以理解的是,此处所描述的具体实施例仅仅用于解释本申请,而非对本申请的限定。另外还需要说明的是,为了便于描述,附图中仅示出了与本申请相关的部分而非全部内容。在更加详细地讨论示例性实施例之前应当提到的是,一些示例性实施例被描述成作为流程图描绘的处理或方法。虽然流程图将各项操作(或步骤)描述成顺序的处理,但是其中的许多操作可以被并行地、并发地或者同时实施。此外,各项操作的顺序可以被重新安排。当其操作完成时所述处理可以被终止,但是还可以具有未包括在附图中的附加步骤。所述处理可以对应于方法、函数、规程、子例程、子程序等等。In order to make the purpose, technical solution and advantages of the present application clearer, specific embodiments of the present application will be further described in detail below in conjunction with the accompanying drawings. It should be understood that the specific embodiments described here are only used to explain the present application, but not to limit the present application. In addition, it should be noted that, for the convenience of description, only parts relevant to the present application are shown in the drawings but not all content. Before discussing the exemplary embodiments in more detail, it should be mentioned that some exemplary embodiments are described as processes or methods depicted as flowcharts. Although the flowcharts describe various operations (or steps) as sequential processing, many of the operations may be performed in parallel, concurrently, or simultaneously. In addition, the order of operations can be rearranged. The process may be terminated when its operations are complete, but may also have additional steps not included in the figure. The processing may correspond to a method, function, procedure, subroutine, subroutine, or the like.

下面将结合本申请实施例中的附图,对本申请实施例中的技术方案进行清楚地描述,显然,所描述的实施例是本申请一部分实施例,而不是全部的实施例。基于本申请中的实施例,本领域普通技术人员获得的所有其他实施例,都属于本申请保护的范围。The following will clearly describe the technical solutions in the embodiments of the present application with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments are part of the embodiments of the present application, but not all of them. All other embodiments obtained by persons of ordinary skill in the art based on the embodiments in this application belong to the protection scope of this application.

本申请的说明书和权利要求书中的术语“第一”、“第二”等是用于区别类似的对象,而不用于描述特定的顺序或先后次序。应该理解这样使用的数据在适当情况下可以互换,以便本申请的实施例能够以除了在这里图示或描述的那些以外的顺序实施,且“第一”、“第二”等所区分的对象通常为一类,并不限定对象的个数,例如第一对象可以是一个,也可以是多个。此外,说明书以及权利要求中“和/或”表示所连接对象的至少其中之一,字符“/”,一般表示前后关联对象是一种“或”的关系。The terms "first", "second" and the like in the specification and claims of the present application are used to distinguish similar objects, and are not used to describe a specific sequence or sequence. It should be understood that the terms so used are interchangeable under appropriate circumstances such that the embodiments of the application can be practiced in sequences other than those illustrated or described herein, and that references to "first," "second," etc. distinguish Objects are generally of one type, and the number of objects is not limited. For example, there may be one or more first objects. In addition, "and/or" in the specification and claims means at least one of the connected objects, and the character "/" generally means that the related objects are an "or" relationship.

下面结合附图,通过具体的实施例及其应用场景对本申请实施例提供的鞋体区域的结构特征确定方法、装置、设备及存储介质进行详细地说明。The method, device, equipment, and storage medium for determining the structural features of the shoe body region provided by the embodiments of the present application will be described in detail below through specific embodiments and application scenarios with reference to the accompanying drawings.

实施例一Embodiment one

图1是本申请实施例一提供的鞋体区域的结构特征确定方法的流程示意图。如图1所示,具体包括如下步骤:FIG. 1 is a schematic flowchart of a method for determining structural features of a shoe body region provided in Embodiment 1 of the present application. As shown in Figure 1, it specifically includes the following steps:

S101、获取参考图片,并识别所述参考图片中的至少一个设计参考对象。S101. Acquire a reference picture, and identify at least one design reference object in the reference picture.

首先,本方案的使用场景可以是在智能终端,例如智能手机、平板电脑或者台式电脑上,在设计人员通过软件或者编辑页面进行鞋体设计时所使用的。基于上述使用场景,可以理解的,本申请的执行主体可以是该智能终端,还可以是在智能终端中运行软件或者编辑页面的处理器,此处不做过多的限定。First of all, the application scenario of this solution can be used on smart terminals, such as smart phones, tablet computers or desktop computers, when designers design shoe bodies through software or editing pages. Based on the above usage scenarios, it can be understood that the subject of execution of the present application may be the smart terminal, or a processor that runs software or edits pages in the smart terminal, and there is no excessive limitation here.

本实施例中,所述参考图片可以是包含设计参考对象的图像,其可以由设计人员预先存储至数据库中,并将所述参考图片的编号以及名称一并存储。其中,所述设计参考对象可以理解为为技术人员进行鞋体设计提供参考依据的对象。识别参考图片中的至少一个设计参考图像可以理解为所述参考图片中可以包含多个参考对象,进行识别时可以对其中一个参考对象进行识别,也可以对多个参考对象一同进行识别。In this embodiment, the reference picture may be an image containing a design reference object, which may be pre-stored in the database by the designer, and the number and name of the reference picture shall be stored together. Wherein, the design reference object can be understood as an object that provides a reference for technicians to design a shoe body. Identifying at least one design reference image in the reference picture can be understood as that the reference picture may contain multiple reference objects, and when performing identification, one of the reference objects may be identified, or multiple reference objects may be identified together.

本实施例中,获取参考图片的方式可以是设计人员基于编号或者名称检索数据库,从数据库中提取参考图片。还可以通过设计人员控制智能设备的摄像装置拍摄设计参考对象从而直接获取参考图片。可以通过预先训练好的识别模型识别参考对象,也可以通过技术人员的手动选择操作识别参考对象。In this embodiment, the manner of obtaining the reference picture may be that the designer searches the database based on the serial number or the name, and extracts the reference picture from the database. It is also possible for the designer to control the camera device of the smart device to shoot the design reference object so as to directly obtain the reference picture. The reference object can be identified through a pre-trained recognition model, or through manual selection by technicians.

本实施例中,设计人员通过查询数据库或者控制摄像装置获取参考图片,将所述参考图片输入至预先训练好的识别模型中,识别模型输出对应的设计参考对象。其中,所述设计参考对象可以是一个,也可以是多个。示例性的,识别模型识别出所述参考图片中的蝴蝶、花朵以及树木等,并选取其中的一个或者多个作为设计参考对象。In this embodiment, the designer obtains 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. Wherein, the design reference object may be one or more. Exemplarily, the recognition model recognizes butterflies, flowers and trees in the reference picture, and selects one or more of them as design reference objects.

S102、提取所述设计参考对象的结构特征。S102. Extract structural features of the design reference object.

本实施例中,所述结构特征可以理解为所述设计参考对象的组成特征,例如设计参考对象的形状、颜色等特征。所述设计参考对象的结构特征可以通过预设的算法进行提取,也可以通过神经元网络进行提取。In this embodiment, the structural features may be understood as compositional features of the design reference object, for example, features such as shape and color of the design reference object. The structural features of the design reference object can be extracted through a preset algorithm, or can be extracted through a neural network.

本实施例中,可选的,提取所述设计参考对象的结构特征,包括:In this embodiment, optionally, extracting the structural features of the design reference object includes:

通过预先构建的结构特征提取模型对所述设计参考对象的结构进行识别和特征提取,得到设计参考对象的结构特征。Identify and extract the structure of the design reference object through a pre-built structural feature extraction model to obtain the structural features of the design reference object.

本实施例中,所述结构特征提取模型可以是用于提取所述设计参考对象的结构特征的机器学习模型。所述结构特征提取模型可以是由技术人员将多组设计参考对象作为训练样本对其进行训练,再用所述设计参考对象提取出来的结构特征作为标签进行有监督训练得到的。In this embodiment, the structural feature extraction model may be a machine learning model for extracting structural features of the design reference object. The structural feature extraction model can be obtained by technicians using multiple groups of design reference objects as training samples to train them, and then using the structural features extracted from the design reference objects as labels for supervised training.

本实施例中,技术人员根据训练样本预先构建特征结构提取模型,将所述设计参考对象作为输入数据输入至所述特征结构提取模型,所述特征结构提取模型对所述设计参考对象的结构进行识别,并输出所述设计参考对象的结构特征。示例性的,所述设计参考对象为鲨鱼,将包含鲨鱼的图像作为输入数据输入至所述特征结构提取模型中,所述特征结构提取模型输出鲨鱼的背鳍、胸鳍、牙齿等形状、排列方式以及曲线构造等特征。In this embodiment, technicians construct a feature structure extraction model in advance according to the training samples, and input the design reference object as input data into the feature structure extraction model, and the feature structure extraction model performs the structure of the design reference object Identify, and output the structural features of the design reference object. Exemplarily, the design reference object is a shark, and an image containing a shark is input into the feature structure extraction model as input data, and the feature structure extraction model outputs the shapes, arrangements, and features such as curved structures.

本实施例所提供的技术方案,基于预先构建结构特征提取模型对所述设计参考对象进行结构特征的提取。上述方案进一步提高了所述设计参考对象结构特征的获取效率。The technical solution provided in this embodiment extracts structural features of the design reference object based on a pre-built structural feature extraction model. The above solution further improves the efficiency of obtaining the structural features of the design reference object.

S103、在鞋体设计界面中,采用所述结构特征对鞋体的目标区域进行结构构建,得到鞋体的结构构建效果图。S103. In the shoe body design interface, use the structural features to construct the structure of the target area of the shoe body, and obtain a structural construction effect diagram of the shoe body.

本实施例中,所述鞋体设计界面,可以是设计人员对鞋体进行设计时所进入的界面。其可以是设计软件的某个界面,还可以是通过浏览器打开的带有鞋体设计功能的界面。目标鞋体的区域可以是鞋体的不同部件,例如鞋底、鞋面等,也可以是技术人员预先划分的预设区域,例如左侧鞋面、右侧鞋面等,所述目标区域可以是技术人员从上述区域中确定的一个或者多个区域。所述结构建构可以理解为根据所述结构特征对鞋体的目标区域进行相应的结构设计。具体可以是将所述设计参考对象的结构特征融入至所述鞋体的目标区域中,使鞋体的目标区域具备与所述设计对象一样的结构特征。所述结构构件效果图可以是用于展示鞋体构建完成后的实体效果的图像。In this embodiment, the shoe body design interface may be an interface entered by a designer when designing a shoe body. It may be an interface of the design software, or an interface with a shoe body design function opened through a browser. The area of the target shoe body can be different parts of the shoe body, such as the sole, the upper, etc., or it can be a preset area that is pre-divided by the technician, such as the left upper, the right upper, etc., and the target area can be One or more areas determined by the technician from the above areas. The structural construction can be understood as a corresponding structural design for the target area of the shoe body according to the structural features. Specifically, the structural features of the design reference object may be 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 rendering of the structural component may be an image showing the physical effect of the shoe body after construction.

本实施例中,设计人员通过浏览器打开带有鞋体设计功能的界面,将所述设计参考对象的结构特征融入至所述鞋体的目标区域中,使鞋体的目标区域具备与所述设计对象一样的结构特征,并将鞋体构建完成后的实体效果的图像在显示界面进行显示。In this embodiment, the designer opens the interface with the shoe body design function through the browser, and 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 Design the same structural features as the object, and display the image of the physical effect after the shoe body is built on the display interface.

本实施例所提供的技术方案,通过提取参考对象的结构特征,并采用所述结构特征对鞋体的目标区域进行结构构建,得到鞋体的结构构建效果图。本技术方案,通过对设计参考对象的构结构特征的提取,能够解决鞋体的设计人员手动设计造成的设计效率受限的问题。可以实现鞋体设计过程中的区域的进行自动化设计,提高设计效率,并使得鞋体设计的整体性更强。In the technical solution provided in this embodiment, by extracting the structural features of the reference object, and using the structural features to construct the structure of the target area of the shoe body, an effect diagram of the structure construction of the shoe body is obtained. This technical solution can solve the problem of limited design efficiency caused by manual design by designers of shoe bodies through the extraction of structural features of design reference objects. It can realize the automatic design of the area in the shoe body design process, improve the design efficiency, and make the shoe body design more integrated.

实施例二Embodiment two

图2是本申请实施例二提供的鞋体区域的结构特征确定方法的流程示意图。如图2所示,具体包括如下步骤:FIG. 2 is a schematic flow chart of a method for determining the structural features of a shoe body region provided by Embodiment 2 of the present application. As shown in Figure 2, it specifically includes the following steps:

S201、获取参考图片,并识别所述参考图片中的至少一个设计参考对象。S201. Acquire a reference picture, and identify at least one design reference object in the reference picture.

S202、响应于所述设计参考对象中的参考范围确定操作,确定所述设计参考对象中的参考范围。S202. In response to the reference range determining operation in the design reference object, determine a reference range in the design reference object.

本实施例中,所述设计参考对象中的参考范围可以理解为设计参考对象的局部范围。以所述设计参考对象为鲨鱼为例,所述参考范围可以是鲨鱼图像中的包含背鳍、胸鳍以及牙齿中的一个或多个部位的局部图像。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 an example of a shark, the reference range may be a partial image of a shark image including one or more parts of dorsal fin, pectoral fin, and teeth.

本实施例中,所述响应于所述设计参考对象中的参考范围确定操作可以是基于设计人员的手动选择操作确定参考范围,也可以是基于设计人员触发“参考范围确定”按钮,智能设备自动确定参考范围。其中,基于设计人员的手动选择操作确定参考范围可以是手动描绘所述参考范围的边框,将边框内的局部图像作为参考范围,也可以是手动拖拽、缩减所述设计参考对象的图像,将所述图像的保留部分作为参考范围。In this embodiment, the operation of determining the reference range in response to the design reference object may be based on the manual selection operation of the designer to determine the reference range, or based on the designer triggering the "reference range determination" button, the smart device automatically Determine the reference range. Wherein, determining the reference range based on the manual selection operation of the designer may be manually drawing the frame of the reference range, using the partial image within the frame as the reference range, or manually dragging and reducing the image of the design reference object, and A reserved portion of the image serves as a reference range.

本实施例中,基于设计人员的手动选择操作,或者基于设计人员触发“参考范围确定”按钮确定所述设计参考对象中的参考范围。In this embodiment, the reference range in the design reference object is determined based on the designer's manual selection operation, or based on the designer triggering the "reference range determination" button.

S203、通过预先构建的结构特征提取模型对所述设计参考对象的参考范围进行结构的识别和提取。S203. Using a pre-built structural feature extraction model, identify and extract the structure of the reference range of the design reference object.

本实施例中,技术人员根据训练样本预先构建特征结构提取模型,将所述设计参考对象的参考范围作为输入数据输入至所述特征结构提取模型,所述特征结构提取模型对所述设计参考对象的参考范围的结构进行识别,并输出所述设计参考对象的参考范围的结构特征。示例性的,所述设计参考对象为鲨鱼,技术人员手动选择鲨鱼的牙齿为参考范围,并将包含鲨鱼的牙齿作为输入数据输入至所述特征结构提取模型中,所述特征结构提取模型输出鲨鱼牙齿的形状等特征。In this embodiment, technicians construct a feature structure extraction model in advance according to the training samples, and input the reference range of the design reference object into the feature structure extraction model as input data, and the feature structure extraction model has a certain effect on the design reference object The structure of the reference range is identified, and the structural characteristics of the reference range of the design reference object are output. Exemplarily, the design reference object is a shark, and 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 structure extraction model, and the feature structure extraction model outputs a shark The shape of teeth and other characteristics.

S204、在鞋体设计界面中,采用所述结构特征对鞋体的目标区域进行结构构建,得到鞋体的结构构建效果图。S204. In the shoe body design interface, use the structural features to construct the structure of the target area of the shoe body, and obtain a structural construction effect diagram of the shoe body.

本实施例中,可选的,在提取所述设计参考对象的结构特征之后,所述方法还包括:In this embodiment, optionally, after extracting the structural features of the design reference object, the method further includes:

基于所述结构特征,从所述鞋体至少一个候选区域中确定进行结构构建的目标区域。Based on the structural features, a target area for structural construction is determined from at least one candidate area of the shoe body.

其中,所述至少一个候选区域可以是鞋体的一个或者多个局部部件,也可以是技术人员预先划分的一个或者多个区域。所述目标区域可以是技术人员从上述区域中确定的一个或者多个区域。Wherein, the at least one candidate area may 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 technicians from the above areas.

本实施例中,所述基于所述结构特征,从所述鞋体至少一个候选区域中确定进行结构构建的目标区域可以是理解为根据所述结构特征,确定与其相对应的鞋体区域。以鲨鱼的形状结构特征为例进行描述,可以根据鲨鱼牙齿的锯齿状特征,确定其对应的目标区域为鞋底。根据鲨鱼背鳍、胸鳍的三角形状特征以及鲨鱼的黑灰色颜色特征,确定其对应的目标区域为鞋面。相应的,可以根据鲨鱼牙齿的锯齿状特征,将鞋底划分为上下两个候选区域,且两个候选区域之间采用锯齿状分隔。根据鲨鱼背鳍、胸鳍的三角形状将鞋面划分为多个候选区域,并将鞋面的多个候选区域采用类似于鲨鱼背鳍、胸鳍的形状进行划分。In this embodiment, determining the target area for structural construction from at least one candidate area of the shoe body based on the structural features may be understood as determining the corresponding shoe body area according to the structural features. Taking the shape and structural features of sharks as an example to describe, the corresponding target area can be determined as the sole according to the jagged features of shark teeth. According to the triangular shape characteristics of the shark's dorsal fin and pectoral fin and the black-gray color characteristics of the shark, it is determined that the corresponding target area is the shoe upper. Correspondingly, according to the jagged features of shark teeth, the shoe sole can be divided into upper and lower candidate regions, and the two candidate regions are separated by a zigzag shape. The upper is divided into multiple candidate areas according to the triangular shape of the shark's dorsal fin and pectoral fin, and the multiple candidate areas of the upper are divided into shapes similar to those of the shark's dorsal fin and pectoral fin.

本实施例所提供的技术方案,基于所述结构特征,从所述鞋体至少一个候选区域中确定进行结构构建的目标区域。上述技术方法,基于所述结构特征确定对应的目标区域,可以提高所述设计参考对象的结构特征与鞋体区域的适配度,使鞋体的设计与所述设计参考对象的关联度更高,更好的体现设计主题。In the technical solution provided by this embodiment, based on the structural features, the target area for structural construction is determined from at least one candidate area of the shoe body. The above technical method, based on the structural features to determine the corresponding target area, can improve the degree of adaptation between the structural features of the design reference object and the shoe body area, so that the design of the shoe body and the design reference object have a higher degree of correlation , to better reflect the design theme.

本实施例中,可选的,所述结构特征包括凸起、沟槽、厚度以及透明度中的至少一种。In this embodiment, optionally, the structural features include at least one of protrusions, grooves, thickness and transparency.

其中,所述凸起可以是形状上的凸起,例如骆驼的驼峰,也可以是纹理上的凸起,例如鳄鱼皮材料上的凸起。所述沟槽可以理解为所述设计参考对象的凹陷部分,例如建筑物中的沟槽。所述厚度和透明度可以是根据所述设计参考对象确定的参数值。以所述设计参考对象为蝉翼为例进行描述,其厚度为0.2毫米,透明度为80%。Wherein, the protrusion may be a protrusion in shape, such as a hump of a camel, or a protrusion in texture, such as a protrusion on an crocodile leather material. The groove can be understood as a concave part of the design reference object, such as a groove in a building. The thickness and transparency may be parameter values determined according to the design reference object. Take the cicada's wing as an example to describe the design reference object, whose thickness is 0.2mm and transparency is 80%.

本实施例中,所述结构特征包括凸起、沟槽、厚度以及透明度中的一种或者多种。In this embodiment, the structural features include one or more of protrusions, grooves, thickness and transparency.

本实施例所提供的技术方案,通过提取所述设计参考对象的凸起、沟槽、厚度以及透明度中的一种或者多种结构特征,可以更加精准的基于所述结构特征对所述鞋体区域进行设计,进一步提高所述鞋体设计与所述设计参考对象的关联度。In the technical solution provided in this embodiment, by extracting one or more structural features of the design reference object's protrusions, grooves, thickness, and transparency, the shoe body can be more accurately defined based on the structural features. The region is designed to further improve the correlation between the shoe body design and the design reference object.

本实施例所提供的技术方案,先确定所述设计参考对象中的参考范围,再通过预先构建的结构特征提取模型对所述设计参考对象的参考范围进行结构的识别和提取。通过上述技术方案,可以实现所述设计参考对象的局部特征的提取,提高所述特征提取的精准度。In the technical solution provided by this embodiment, the reference range of the design reference object is determined first, and then the structure is identified and extracted for the reference range of the design reference object through a pre-built structural feature extraction model. Through the above technical solution, the extraction of the local features of the design reference object can be realized, and the accuracy of the feature extraction can be improved.

实施例三Embodiment Three

图3是本申请实施例二提供的鞋体区域的结构特征确定方法的流程示意图。如图3所示,具体包括如下步骤:Fig. 3 is a schematic flow chart of the method for determining the structural features of the shoe body region provided by Embodiment 2 of the present application. As shown in Figure 3, it specifically includes the following steps:

S301、获取参考图片,并识别所述参考图片中的至少一个设计参考对象。S301. Acquire a reference picture, and identify at least one design reference object in the reference picture.

S302、提取所述设计参考对象的结构特征。S302. Extract structural features of the design reference object.

S303、根据所述结构特征的提取数量,在鞋体设计界面的候选设计栏中,以列表的形式展示所述结构特征。S303. According to the extracted quantity of the structural features, display the structural features in the form of a list in the candidate design column of the shoe body design interface.

本实施例中,所述结构特征的提取数量可以是不同类别的特征数量,例如所述设计参考图像包括形状、颜色以及材质3个类别的特征数量,则所述结构特征的提取数量为3。可选的,所述特征数量也可以是同一设计参考对象的参考范围的数量,例如,鲨鱼包括的背鳍、胸鳍以及牙齿3个参考范围,则所述结构特征的提取数量为3。所述候选设计栏可以理解为包含所述结构特征的可选择列表。其中,所述列表中的可选择项数与提取数量一致。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 feature numbers of three categories: shape, color and material, then the number of extracted structural features is three. Optionally, the number of features may also be the number of reference ranges of the same design reference object, for example, a shark includes three reference ranges of dorsal fin, pectoral fin and teeth, then the number of extracted structural features is 3. The candidate design column can be understood as a selectable list containing the structural features. Wherein, the number of selectable items in the list is consistent with the extracted number.

本实施例中,所述结构特征的提取数量,将所述结构特征在在候选设计栏中以列表形式显示,以供设计人员根据所述结构特征对鞋体进行设计。In this embodiment, for the extracted quantity of the structural features, the structural features are displayed in a list form in the candidate design column for designers to design the shoe body according to the structural features.

本实施例中,可选的,在以列表的形式展示所述结构特征之后,所述方法还包括:In this embodiment, optionally, after displaying the structural features in the form of a list, the method further includes:

在鞋体设计界面的候选设计栏中,响应于结构特征选择操作,对鞋体的目标区域进行结构构建,并渲染鞋体的结构构建效果图。In the candidate design column of the shoe body design interface, in response to the structural feature selection operation, the structure construction is performed on the target area of the shoe body, and the structural construction effect diagram of the shoe body is rendered.

其中,所述结构特征选择操作可以理解为技术人员手动选择结构特征,具体可以是设计人员根据实际需要为目标区域手动选择对应的结构特征。所述响应于结构特征选择操作,对鞋体的目标区域进行结构构建可以是智能设备检测到设计人员触发所述结构特征,便将所述结构特征填充至鞋体对应的目标区域中。所述渲染鞋体的结构构建效果图可以是通过渲染模型将所述结构构建效果图进行渲染并展示。Wherein, the structural feature selection operation can be understood as manual selection of structural features by a technician, specifically, it may be that a designer manually selects a corresponding structural feature for a target area according to actual needs. The structural construction of the target area of the shoe body in response to the structural feature selection operation may be that the smart device detects that the designer triggers the structural feature, and then fills the structural feature into the corresponding target area of the shoe body. The rendering of the structural construction rendering of the shoe body may be rendering and displaying the structural construction rendering through a rendering model.

本实施例中,设计人员从鞋体设计界面的候选设计栏中手动选择对应的结构特征,智能设备基于设计人员的选择操作,将所述结构特征填充至鞋体对应的目标区域中,并通过渲染模型将所述结构构建效果图进行渲染并展示。In this embodiment, the designer manually selects the corresponding structural features from the candidate design column of the shoe body design interface, and the smart device fills the structural features into the corresponding target area of the shoe body based on the designer's selection operation, and passes The rendering model renders and displays the rendering of the structural construction.

示例性的,以鲨鱼为设计参考对象为例进行描述,鞋体设计界面的候选栏中包括鲨鱼的背鳍、胸鳍以及牙齿3个特征结构。其中,上述结构特征预先与对应的鞋体区域建立关联,设计人员点击背鳍结构特征对应的“构建”按钮,所述背鳍的结构特征会自动填充至对应的鞋体区域。Exemplarily, a shark is used as an example for description, and the candidate column of the shoe body design interface includes three characteristic structures of the shark's dorsal fin, pectoral fin, and teeth. Among them, the above-mentioned structural features are associated with the corresponding shoe body area in advance, and the designer clicks the "Build" button corresponding to the dorsal fin structural feature, and the structural feature of the dorsal fin will be automatically filled into the corresponding shoe body area.

本实施例所提供的技术方案,响应于结构特征选择操作,对鞋体的目标区域进行结构构建,并渲染鞋体的结构构建效果图。通过上述技术方法,一方面,设计人员可以选择性的将部分结构特征进行应用构建,便于鞋体设计过程中的调整与修改。另一方面,通过渲染鞋体的结构构建效果图,可以使设计人员直观的了解鞋体设计的实物效果。In the technical solution provided by this embodiment, in response to the structural feature selection operation, the structural construction of the target area of the shoe body is performed, and the structural construction rendering of the shoe body is rendered. Through the above technical methods, on the one hand, designers can selectively apply and construct some structural features, which facilitates adjustment and modification during the shoe body design process. On the other hand, by rendering the structural rendering of the shoe body, the designer can intuitively understand the physical effect of the shoe body design.

本实施例中,可选的,所述智能终端还可以根据候选设计栏中的结果特征自动对鞋体的目标区域进行结构构建,并渲染鞋体的结构构建效果图。具体可以是智能终端响应于候选设计栏中结构特征列表的构建,根据所述列表中的结构特征自动触发对鞋体的目标区域进行结构构建,并渲染鞋体的结构构建效果图。In this embodiment, optionally, the intelligent terminal can also automatically construct the structure of the target area of the shoe body according to the result characteristics in the candidate design column, and render the structural construction effect diagram of the shoe body. Specifically, the smart terminal may respond to the construction of the structural feature list in the candidate design column, automatically trigger the structural construction of the target area of the shoe body according to the structural features in the list, and render the structural construction effect diagram of the shoe body.

S304、在鞋体设计界面中,采用所述结构特征对鞋体的目标区域进行结构构建,得到鞋体的结构构建效果图。S304. In the shoe body design interface, use the structural features to construct the structure of the target area of the shoe body, and obtain a structural construction effect diagram of the shoe body.

本实施例所提供的技术方案,在鞋体设计界面的候选设计栏中,以列表的形式展示所述结构特征。一方面,可以使设计人员直观的了解所述设计参考对应的结构特征提取数量,使所述结构特征可以更加清楚的呈现。另一方面,便于根据所述结构特征确定对应的鞋体目标区域,进一步提高鞋体设计效率。In the technical solution provided by this embodiment, the structural features are displayed in the form of a list in the design candidate column of the shoe body design interface. On the one hand, designers can intuitively understand the number of extracted structural features corresponding to the design reference, so that the structural features can be presented more clearly. On the other hand, it is convenient to determine the corresponding target area of the shoe body according to the structural features, further improving the design efficiency of the shoe body.

实施例四Embodiment four

图4是本申请实施例三提供的鞋体区域的结构特征确定装置的结构示意图。如图4所示,具体包括如下:FIG. 4 is a schematic structural diagram of an apparatus for determining structural features of a shoe body region provided in Embodiment 3 of the present application. As shown in Figure 4, the details include the following:

识别模块401,用于获取参考图片,并识别所述参考图片中的至少一个设计参考对象;An identifying module 401, configured to acquire a reference picture, and identify at least one design reference object in the reference picture;

提取模块402,用于提取所述设计参考对象的结构特征;An extraction module 402, configured to extract the structural features of the design reference object;

构建模块403,用于在鞋体设计界面中,采用所述结构特征对鞋体的目标区域进行结构构建,得到鞋体的结构构建效果图。The construction module 403 is used for constructing the structure of the target area of the shoe body by using the structural features in the shoe body design interface to obtain the structural construction effect diagram of the shoe body.

进一步的,所述提取模块402包括第一提取单元,所述第一提取单元用于:Further, the extraction module 402 includes a first extraction unit, and the first extraction unit is used for:

通过预先构建的结构特征提取模型对所述设计参考对象的结构进行识别和特征提取,得到设计参考对象的结构特征。Identify and extract the structure of the design reference object through a pre-built structural feature extraction model to obtain the structural features of the design reference object.

进一步的,所述鞋体区域的结构特征确定装置还包括确定模块,所述确定模块用于:Further, the device for determining the structural features of the shoe body region also includes a determination module, and the determination module is used for:

响应于所述设计参考对象中的参考范围确定操作,确定所述设计参考对象中的参考范围。In response to a reference range determining operation in the design reference object, a reference range in the design reference object is determined.

相应的,提取模块402还包括第二提取单元,所述第二提取单元用于::Correspondingly, the extracting module 402 further includes a second extracting unit, and the second extracting unit is used for:

通过预先构建的结构特征提取模型对所述设计参考对象的参考范围进行结构的识别和提取。Identify and extract the structure of the reference range of the design reference object through the pre-built structure feature extraction model.

进一步的,所述确定模块包括第一确定单元,所述第一确定单元用于:Further, the determining module includes a first determining unit, and the first determining unit is used for:

基于所述结构特征,从所述鞋体至少一个候选区域中确定进行结构构建的目标区域。其中,所述结构特征包括凸起、沟槽、厚度以及透明度中的至少一种。Based on the structural features, a target area for structural construction is determined from at least one candidate area of the shoe body. Wherein, the structural features include at least one of protrusions, grooves, thickness and transparency.

进一步的,所述鞋体区域的结构特征确定装置还包括展示模块,所述展示模块用于:Further, the device for determining the structural features of the shoe body region also includes a display module, and the display module is used for:

根据所述结构特征的提取数量,在鞋体设计界面的候选设计栏中,以列表的形式展示所述结构特征。According to the extracted quantity of the structural features, the structural features are displayed in the form of a list in the candidate design column of the shoe body design interface.

进一步的,所述鞋体区域的结构特征确定装置还包括渲染模块,所述渲染模块用于:Further, the device for determining the structural features of the shoe body region also includes a rendering module, and the rendering module is used for:

在鞋体设计界面的候选设计栏中,响应于结构特征选择操作,对鞋体的目标区域进行结构构建,并渲染鞋体的结构构建效果图。In the candidate design column of the shoe body design interface, in response to the structural feature selection operation, the structure construction is performed on the target area of the shoe body, and the structural construction effect diagram of the shoe body is rendered.

本申请实施例提供的鞋体区域的结构特征确定装置能够实现图1、图2至图3的方法实施例实现的各个过程,为避免重复,这里不再赘述。The device for determining the structural features of the shoe body region provided by the embodiment of the present application can realize various processes realized by the method embodiments in Fig. 1 , Fig. 2 to Fig. 3 , and will not be repeated here to avoid repetition.

实施例五Embodiment five

图5是本申请实施例提供的电子设备的结构示意图,如图5所示,本申请实施例还提供一种电子设备500,包括处理器501,存储器502,存储在存储器502上并可在所述处理器501上运行的程序或指令,该程序或指令被处理器501执行时实现上述鞋体区域的结构特征确定方法实施例的各个过程,且能达到相同的技术效果,为避免重复,这里不再赘述。FIG. 5 is a schematic structural diagram of an electronic device provided by an embodiment of the present application. As shown in FIG. 5 , an embodiment of the present application also provides an electronic device 500, including a processor 501 and a memory 502, which are stored in the memory 502 and can be stored in the memory 502. The program or instruction running on the processor 501, when the program or instruction is executed by the processor 501, realizes the various processes of the above-mentioned embodiment of the method for determining the structural characteristics of the shoe body region, and can achieve the same technical effect. In order to avoid repetition, here No longer.

需要说明的是,本申请实施例中的电子设备包括上述所述的移动电子设备和非移动电子设备。It should be noted that the electronic devices in the embodiments of the present application include the above-mentioned mobile electronic devices and non-mobile electronic devices.

实施例六Embodiment six

本申请实施例还提供一种可读存储介质,所述可读存储介质上存储有程序或指令,该程序或指令被处理器执行时实现上述鞋体区域的结构特征确定方法实施例的各个过程,且能达到相同的技术效果,为避免重复,这里不再赘述。The embodiment of the present application also provides a readable storage medium, on which a program or an instruction is stored, and when the program or instruction is executed by a processor, each process of the above embodiment of the method for determining the structural features of the shoe body region is realized , and can achieve the same technical effect, in order to avoid repetition, it will not be repeated here.

存储介质——任何的各种类型的存储器设备或存储设备。术语“存储介质”旨在包括:安装介质,例如CD-ROM、软盘或磁带装置;计算机系统存储器或随机存取存储器,诸如DRAM、DDR RAM、SRAM、EDO RAM,兰巴斯(Rambus)RAM等;非易失性存储器,诸如闪存、磁介质(例如硬盘或光存储);寄存器或其它相似类型的存储器元件等。存储介质可以还包括其它类型的存储器或其组合。另外,存储介质可以位于程序在其中被执行的第一计算机系统中,或者可以位于不同的第二计算机系统中,第二计算机系统通过网络(诸如因特网)连接到第一计算机系统。第二计算机系统可以提供程序指令给第一计算机用于执行。术语“存储介质”可以包括驻留在不同位置中(例如在通过网络连接的不同计算机系统中)的两个或更多存储介质。存储介质可以存储可由一个或多个处理器执行的程序指令(例如具体实现为计算机程序)。storage medium - any of various types of memory devices or storage devices. The term "storage medium" is intended to include: installation media such as CD-ROMs, floppy disks or tape drives; computer system memory or random access memory such as DRAM, DDR RAM, SRAM, EDO RAM, Rambus RAM, etc. ; non-volatile memory, such as flash memory, magnetic media (eg 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. Also, 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 that reside in different locations, for example in different computer systems connected by a network. The storage medium may store program instructions (eg embodied as computer programs) executable by one or more processors.

值得注意的是,上述基于收集的数据对鞋体模型进行调整的装置的实施例中,所包括的各个单元和模块只是按照功能逻辑进行划分的,但并不局限于上述的划分,只要能够实现相应的功能即可;另外,各功能单元的具体名称也只是为了便于相互区分,并不用于限制本发明实施例的保护范围。It is worth noting that, in the above embodiment of the device for adjusting the shoe body model based on the collected data, the units and modules included are only divided according to the functional logic, but are not limited to the above division, as long as it can realize The corresponding functions are enough; in addition, the specific names of the functional units are only for the convenience of distinguishing each other, and are not used to limit the protection scope of the embodiments of the present invention.

注意,上述仅为本发明实施例的较佳实施例及所运用技术原理。本领域技术人员会理解,本发明实施例不限于这里所述的特定实施例,对本领域技术人员来说能够进行各种明显的变化、重新调整和替代而不会脱离本发明实施例的保护范围。因此,虽然通过以上实施例对本发明实施例进行了较为详细的说明,但是本发明实施例不仅仅限于以上实施例,在不脱离本发明实施例构思的情况下,还可以包括更多其他等效实施例,而本发明实施例的范围由所附的权利要求范围决定。Note that the above are only preferred embodiments and technical principles used in the embodiments of the present invention. Those skilled in the art will understand that the embodiments of the present invention are not limited to the specific embodiments described here, and those skilled in the art can make various obvious changes, readjustments and substitutions without departing from the protection scope of the embodiments of the present invention . Therefore, although the embodiments of the present invention have been described in detail through the above embodiments, the embodiments of the present invention are not limited to the above embodiments, and may include more other equivalents without departing from the concept of the embodiments of the present invention. embodiment, 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, equipment and storage medium for determining structural features of shoe body region Pending CN115357960A (en)

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Publication number Priority date Publication date Assignee Title
CN111626313A (en) * 2019-02-28 2020-09-04 银河水滴科技(北京)有限公司 Feature extraction model training method, image processing method and device
CN114445554A (en) * 2021-12-24 2022-05-06 广东时谛智能科技有限公司 Special customization method and device for shoe body, electronic equipment and storage medium
CN114627247A (en) * 2022-03-29 2022-06-14 广东时谛智能科技有限公司 Color matching design method and device for football shoe logo

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111626313A (en) * 2019-02-28 2020-09-04 银河水滴科技(北京)有限公司 Feature extraction model training method, image processing method and device
CN114445554A (en) * 2021-12-24 2022-05-06 广东时谛智能科技有限公司 Special customization method and device for shoe body, electronic equipment and storage medium
CN114627247A (en) * 2022-03-29 2022-06-14 广东时谛智能科技有限公司 Color matching design method and device for football shoe logo

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