CN114445554B - A shoe body exclusive customization method, device, electronic equipment and storage medium - Google Patents

Abstract

The embodiment of the present application discloses a shoe body exclusive customization method, device, electronic equipment and storage medium. In the technical solution provided by the embodiment of the present application, by inputting the target image, each specified component of the shoe body in the target image is identified based on the target detection model; the color matching data of each specified component is determined, and the color matching option is constructed according to the specified component and the corresponding color matching data, based on Each color matching option generates a color matching selection list; when performing exclusive customization of the current 3D shoe body model, in response to the user's check operation on the color matching selection list, it is determined that the color matching option checked by the user is the target option, and based on the specification in the target option The component locates the target component of the 3D model of the shoe body, and performs color rendering and display of the target component based on the color matching data in the target option. Using the above-mentioned technical means can improve the efficiency of shoe body color matching setting, improve the flexibility of shoe body color matching setting, and optimize the exclusive customization experience of shoe body.

Description

A shoe body exclusive customization method, device, electronic equipment and storage medium

technical field

The embodiments of the present application relate to the field of computer technology, and in particular, to a method, device, electronic equipment, and storage medium for exclusive customization of shoe bodies.

Background technique

With the development and innovation of the shoe-making industry, shoe body design technology is also constantly developing and progressing. At present, through the computer, the construction and design of the three-dimensional model of the shoe body, as well as the rendering and display of the color matching and graphics of the shoe body can be realized. With the help of this technology, in order to improve the user experience on the shoe sales platform, the exclusive customization function of the shoe body is provided so that users can customize the color matching of the shoe body they want. Generally speaking, when customizing the shoe body, by providing a 3D shoe body model, the user clicks on a part of the shoe body 3D model, and then selects the color matching option provided by the platform to set the color matching of the corresponding part. By rendering and displaying relevant color matching information on the model, users can intuitively see the color setting effect of the shoe body they choose to customize, which provides convenience for the exclusive customization of the shoe body.

However, due to the relatively large number of shoe body parts, each part needs to be selected one by one to set the color matching, and the whole color matching setting process is relatively complicated. Moreover, users can only set color matching according to the color matching options provided by the platform, and the entire color matching setting process lacks flexibility.

Contents of the invention

The embodiment of the present application provides a shoe body exclusive customization method, device, electronic equipment and storage medium, which can improve the efficiency of shoe body color matching setting, optimize the shoe body exclusive customization experience, and solve the technical problem of complicated and inconvenient shoe body color matching setting process.

In the first aspect, the embodiment of the present application provides a shoe body exclusive customization method, including:

Input the target image, and identify each specified part of the shoe body in the target image based on the target detection model;

determining the color matching data of each of the specified components, constructing a color matching option according to the specified component and the corresponding color matching data, and generating a color matching selection list based on each of the color matching options;

When performing exclusive customization of the current three-dimensional shoe body model, in response to the user's check operation on the color matching selection list, determine the color matching option checked by the user as the target option, and based on the specified in the target option The component locates the target component of the three-dimensional shoe body model, and performs color rendering and display of the target component based on the color matching data in the target option.

Further, determining the color matching data of each specified component, constructing a color matching option according to the specified component and the corresponding color matching data, including:

identifying a plurality of color matching data of the specified component, and constructing color matching options for the specified component and the corresponding multiple color matching data;

Correspondingly, performing color rendering and display of the target component based on the color matching data in the target option, including:

The color rendering and display of different levels or different regions in the target component is performed based on multiple color matching data.

Further, after determining the color matching data of each specified component, it also includes:

Constructing color matching rendering options based on the color matching data, for selection to perform color matching rendering display of each of the target components.

Further, performing color rendering and display of the target component based on the color matching data in the target option includes:

When the target component includes multiple levels, perform color rendering and display of the top level, bottom level or specified level of the target component based on the color matching data.

Further, after performing color rendering and display of the top level, bottom level or specified level of the target component based on the color matching data, it also includes:

Perform color rendering and display of other levels of the target component based on the color color rendering option.

Further, locating the target component of the three-dimensional shoe body model based on the specified component in the target option, performing color rendering and display of the target component based on the color matching data in the target option, further comprising:

If the current target component does not have the corresponding color matching data, randomly select the color matching rendering option to perform color matching rendering and display of the current target component.

Further, locating the target component of the three-dimensional shoe body model based on the specified component in the target option, performing color rendering and display of the target component based on the color matching data in the target option, further comprising:

If the current target component does not have the corresponding color matching data, select a main color matching option of the target image from the color matching rendering options, and perform color matching rendering and display of the current target component based on the main color matching option.

In the second aspect, the embodiment of the present application provides a shoe body exclusive customization device, including:

A detection module, configured to input a target image, and identify each designated component of the shoe body in the target image based on a target detection model;

A construction module, configured to determine the color matching data of each of the specified components, construct a color matching option according to the specified component and the corresponding color matching data, and generate a color matching selection list based on each of the color matching options;

The color matching module is used to determine the color matching option checked by the user as the target option in response to the user's ticking operation on the color matching selection list when performing exclusive customization of the current shoe body three-dimensional model, and based on the target option The specified component in the locating the target component of the three-dimensional shoe body model, and performing color rendering and display of the target component based on the color matching data in the target option.

In a third aspect, an embodiment of the present application provides an electronic device, including:

memory and one or more processors;

The memory is used to store one or more programs;

When the one or more programs are executed by the one or more processors, the one or more processors implement the shoe body-specific customization method as described in the first aspect.

In the fourth aspect, the embodiment of the present application provides a storage medium containing computer-executable instructions, and the computer-executable instructions are used to execute the shoe body-specific customization method as described in the first aspect when executed by a computer processor .

In the embodiment of the present application, by inputting the target image, each specified component of the shoe body in the target image is identified based on the target detection model; the color matching data of each specified component is determined, the color matching option is constructed according to the specified component and the corresponding color matching data, and the color matching is generated based on each color matching option Selection list; when performing exclusive customization of the current 3D model of the shoe body, in response to the user's check operation on the color selection list, determine the color option selected by the user as the target option, and position the 3D shoe body based on the specified components in the target option The target part of the model, based on the color matching data in the target option, the color rendering and display of the target part is performed. The above-mentioned technical means can improve the efficiency of shoe body color setting, improve the flexibility of shoe body color setting, optimize the exclusive customization experience of shoe body, and solve the technical problem of complicated and inconvenient shoe body color setting process.

Description of drawings

Fig. 1 is a flow chart of a shoe body exclusive customization method provided in Embodiment 1 of the present application;

Fig. 2 is the flow chart of the shoe body color matching in the embodiment of the present application;

Fig. 3 is a schematic structural diagram of a shoe body exclusive customization device provided in Embodiment 2 of the present application;

FIG. 4 is a schematic structural diagram of an electronic device provided in Embodiment 3 of the present application.

Detailed ways

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.

Embodiment one:

Figure 1 shows a flow chart of a shoe body exclusive customization method provided in Embodiment 1 of the present application. The shoe body exclusive customization method provided in this embodiment can be executed by a shoe body exclusive customization device, and the shoe body exclusive customization device can Realized by means of software and/or hardware, the shoe body-specific customization equipment may be composed of two or more physical entities, or may be composed of one physical entity. Generally speaking, the exclusive customization device for the shoe body can be a processing device such as a computer, a mobile phone, and a tablet.

The following description will be made by taking the shoe body exclusive customization equipment as the main body that executes the shoe body exclusive customization method as an example. Referring to Figure 1, the shoe body exclusive customization method specifically includes:

S110. Input a target image, and identify each specified component of the shoe body in the target image based on a target detection model.

In the embodiment of the present application, when customizing the shoe body color matching, by inputting a shoe image, defining this image as the target image, using the color matching data of each component of the shoe body provided in the target image, to carry out the shoe body currently being designed The color setting of each part of the 3D model is used to improve the efficiency of setting the color of the shoe body, optimize the exclusive customization experience of the shoe body, and also improve the flexibility of the color setting of the shoe body.

For example, when a user performs exclusive customization of shoe bodies on application platforms such as a shoe sales platform and a customization platform, he inputs a shoe image and uses the color matching data provided by the shoe image to carry out exclusive customization of the current shoe body color matching. Prior to this, when the user sees the color matching of the shoes he likes, by taking pictures of the shoes or downloading the corresponding shoe images, he can input the shoe images into the exclusive customization of the shoe body in the embodiment of this application when performing the exclusive customization of the shoe body. The device identifies the shoe color matching data of each part of the shoe image, and then constructs the color matching options of the specified parts of the shoe and the color matching data. When setting the color matching of your own customized shoes, you can import the 3D model of the shoe body and determine the color matching data of each target part according to the color matching options selected by the user. For example, if the user checks the color matching option that includes the tongue of the specified part, then by locating the tongue target part of the 3D model of the shoe body, the color matching data in the color matching option is extracted, and the color matching data is used to determine the target part shoe of the current 3D shoe body model. A color rendering of the tongue is shown. In this way, users can quickly and accurately transfer some favorite shoe color matching to their own customized shoe body, which greatly facilitates the shoe body color setting and optimizes the user's exclusive customization experience.

Specifically, when building a color matching option to set the color matching of the shoe body, a target image must be input, and the target image must include the shoe body part, so that the various parts of the shoe body can be detected and identified through the target detection model. Generally speaking, for the target image input to the shoe body exclusive customization equipment, it will first judge whether the current target image contains the shoe body part, if so, then further detect the various parts of the shoe body, if not, the output image does not meet the standard , so that the user is informed to enter the correct target image.

Prior to this, a target detection model needs to be built in advance to detect and identify the shoe body and each specified part of the shoe body. Among them, in order to train the target detection model of the shoe body and each specified part of the shoe body, image information of the shoe body and each shoe body part (such as a shoe tongue image collection, a shoe upper image collection, and various shoe image collections) needs to be collected as training Data set, and then manually mark the shoe body and the rectangular frame of each specified part of the shoe body one by one from the image information as the annotation data. Further design the neural network structure and loss function of the target detection model of the shoe body and each designated part of the shoe body, and use the labeled data to train the network parameters of the target detection model of the shoe body and each designated part of the shoe body. After the model training is completed, save the model structure and parameters for subsequent target detection. Specified components may specifically include shoe uppers, shoelaces, shoe tongues, midsoles, and outsoles. By pre-constructing target detection models for corresponding components of shoes, they can be used for detection of specified components. According to actual needs, the detection of specified components can also be adaptively increased or refined. For the target detection model, YOLOv5 and other target detection models can be selected. The embodiment of the present application does not impose fixed restrictions on the specific detection models, and details will not be repeated here.

For the trained target detection model, it is deployed on the shoe body-specific customization device of the embodiment of the present application. By inputting the target image input by the user into the target detection model, after model calculation and processing, the detection frame of the shoe body and each designated part of the shoe body in the target image can be output, so as to complete the detection of each designated part.

S120. Determine the color matching data of each specified component, construct a color matching option according to the specified component and the corresponding color matching data, and generate a color matching selection list based on each of the color matching options.

Further, based on the identified specified components, the embodiment of the present application further identifies the color matching of each specified component, and acquires its color matching data. Wherein, by identifying the image features of each specified part, its color information, that is, color matching data, can be determined based on the image features. For example, binary processing is performed on the partial image of the specified component, and then RGB values of the binary image are determined. Since different RGB values represent different colors, the color matching data of the currently specified component can be determined by querying the RGB color table according to the RGB values. There are many ways to perform color recognition based on an image, and the embodiment of the present application does not impose fixed restrictions on specific detection and recognition ways, so details will not be repeated here.

By determining the color matching data of each specified component, and then combining each specified component with its color matching data, a color matching option is constructed. The color matching option uses the specified component as the data index, so that the subsequent selection of the color matching option according to the user's selected color matching option can be done. Component query locates the corresponding target component in the 3D model of the shoe body, and then uses the color matching data in the color matching option to set the color matching data of the target component.

It should be noted that, according to actual needs, users can take photos of their favorite shoe colors or download shoe images, and use the shoe images as target images to input into the target detection model, and then identify the specified parts of the target images. Corresponding to each target image, its detection and recognition results can be saved using the target image as a data index. Subsequent users can select the recognition result of the corresponding target image from the memory to set the color matching according to the color matching setting requirements, so as to further improve the shoe body. The flexibility and diversity of exclusive customization of color matching.

S130. When performing exclusive customization of the current shoe body three-dimensional model, in response to the user's check operation on the color matching selection list, determine the color matching option checked by the user as the target option, and based on all the color matching options in the target option The specified component locates the target component of the three-dimensional shoe body model, and performs color rendering and display of the target component based on the color matching data in the target option.

Furthermore, based on the pre-built color matching options, the shoe body color setting operation can be performed to realize the exclusive customization of the shoe body color matching. Among them, by importing the 3D model of the shoe body whose color matching is to be set, the 3D model of the shoe body is formed by combining multiple components. When setting the color matching of the 3D model of the shoe body, firstly determine the various components in the 3D model of the shoe body, such as uppers, shoelaces, tongues, midsoles, and outsoles, and define these components as target components. By locating the positions of these target components, when customizing the color matching of the shoe body, it is possible to determine whether the specified components in the color matching options checked by the current user correspond to the target components according to the color matching options checked by the user, and if so, extract the current The color matching data in the color matching option checked by the user is used to render and display the target component.

Exemplarily, referring to FIG. 2 , when setting the color matching, the present application detects and recognizes the color matching of the target image input by the user, and then builds the color matching options. For the shoe body 3D model imported into the device, each target part of the shoe body 3D model is positioned, including parts such as upper, shoelace, shoe tongue, midsole and outsole. Taking the shoe upper color setting as an example, when setting the shoe upper color matching, the shoe body exclusive customization device displays a color matching selection list for the user to choose, and the user interacts with the shoe body exclusive customization device to check the color matching selection list contains the color matching option of the specified component upper, and then determines the color matching option selected by the user as the target option. Further, based on the target option, first use the specified component upper in the target option to locate the position of the upper of the shoe body corresponding to the target accessory in the 3D model, and then obtain the color matching data of the target option, and use the color matching data for the current shoe body 3D model upper color setting. By analogy, by checking different color matching options, find the corresponding target parts based on the color matching options, and then extract the color matching data in the color matching options, and use the color matching data to render and display the color matching of the target parts of the current 3D shoe body model. In this way, users can quickly and accurately transfer some favorite shoe color matching to their own designed shoe body, which greatly facilitates the color matching design of shoe body and optimizes the user's exclusive customization experience of shoe body.

In one embodiment, the shoe body exclusive customization device also constructs color matching options for the specified component and the corresponding multiple color matching data by identifying multiple color matching data of the specified component; correspondingly, based on the When the color matching data in the target option is used for color rendering and display of the target component, color rendering and display of different levels or different regions in the target component are performed based on multiple color matching data. It can be understood that when the specified component contains multiple color matching, it is necessary to construct the color matching options of the specified component and multiple color matching data correspondingly, and use the multiple color matching data to render and display the target component. For example, in the case that the upper of the target image contains multiple color schemes, a color matching option for the upper and multiple color schemes is constructed. When setting the upper color matching of the 3D model of the shoe body, multiple color matching renderings are displayed on different levels or different areas of the target component. The 3D model of the shoe body pre-divides different layers or different areas of the upper to facilitate subsequent multiple color matching settings. Optionally, when the 3D shoe body color setting is performed, the main color matching of the upper of the target image can also be configured into the target component, so that the color matching of the target image can be converted to the 3D shoe body model as much as possible. Improve the flexibility of color matching settings.

Optionally, in this embodiment of the present application, when performing the color matching rendering display of the target components, a color matching rendering option is further constructed based on the color matching data for selection to perform color matching rendering display of each of the target components. It can be understood that, in order to improve the flexibility and diversity of color matching settings, the embodiment of the present application constructs color matching rendering options through the color matching data identified by each specified component, so as to facilitate the subsequent color matching of the 3D shoe body model according to the color matching rendering options set up. For example, if the user thinks that the color matching of the upper of the shoe in the target image is better, and wants to configure this color on the tongue part of the 3D model of the shoe body, the color rendering option of the color matching is constructed. When setting the color matching of the tongue part of the 3D model of the shoe body, select the preset color rendering option to set the color matching of the tongue part to further improve the flexibility of the color setting of the shoe body.

Optionally, when the target component includes multiple levels, color rendering and display of the top level, the bottom level or the specified level of the target component are performed based on the color matching data. For example, for the upper of a shoe, multiple layers may be included, with different layers overlapping each other. When performing color rendering for this kind of shoe upper, since the color matching option may only include one color matching data, if the color rendering and display of the entire shoe upper is performed based on the color matching data, the display effect is relatively poor. In order to reflect the layering between different layers of the upper, one of the layers can be selected for color rendering and display. Therefore, in the embodiment of the present application, the effect of color setting is optimized by selecting the top layer, the bottom layer, or the layer specified by the user for rendering and displaying.

In one embodiment, the shoe body exclusive customization device also performs color rendering and display of the remaining layers of the target component based on the color color rendering option. It can be understood that, for a multi-level target part, only one of the levels is rendered and displayed using the color matching data, while for the rest of the levels, color rendering can also be performed according to pre-built color rendering options, so that the color setting of the target part complies with actual needs of users.

Optionally, if the current target component has no corresponding color matching data, the color matching rendering option is randomly selected to perform color matching rendering and display of the current target component. It is understandable that since the color matching data of each specified part of the shoe in the target image is transferred to the target part of the current 3D shoe body model, if there are differences in style and structure between the two shoes, it may not be the case that the two parts do not match. , that is, the target component cannot find the color matching option corresponding to the specified component. At this time, the device randomly selects the pre-built corresponding color rendering option to render the color of the current target component. In this way, the flexibility of color matching rendering can be further improved, and the efficiency of color matching setting can be improved.

On the other hand, if the current target component does not have the corresponding color matching data, then select the main color matching option of the target image from the color matching rendering options, and perform the color matching of the current target component based on the main color matching option Rendered display. Different from the above method of randomly selecting color rendering options, this application selects the main color matching option of the target image from the color rendering options, so that the color setting of the corresponding target component is more suitable for the color composition of the target image. It can be understood that the color matching data included in the main color matching option is the color matching mainly included in the target image, that is, the color matching takes a large proportion in the target image. By applying the main color matching option to the color rendering display of the current target component, the color of the target component is more consistent with the target image, and its display effect is relatively better. It is further convenient for the user to transfer the color matching of the target image to the 3D model of the shoe body.

As mentioned above, by inputting the target image, identify each specified component of the shoe body in the target image based on the target detection model; determine the color matching data of each specified component, construct a color matching option according to the specified component and the corresponding color matching data, and generate a color matching selection list based on each color matching option ; When performing exclusive customization of the current 3D shoe body model, in response to the user's check operation on the color matching selection list, determine the color matching option checked by the user as the target option, and locate the 3D shoe body model based on the specified components in the target option Target component, based on the color matching data in the target option, the color rendering and display of the target component is performed. The above-mentioned technical means can improve the efficiency of shoe body color setting, improve the flexibility of shoe body color setting, optimize the exclusive customization experience of shoe body, and solve the technical problem of complicated and inconvenient shoe body color setting process.

Embodiment two:

On the basis of the above embodiments, FIG. 3 is a schematic structural diagram of a shoe body customization device provided in Embodiment 2 of the present application. Referring to FIG. 3 , the shoe body exclusive customization device provided in this embodiment specifically includes: a detection module 21 , a construction module 22 and a color matching module 23 .

Wherein, the detection module 21 is used for inputting the target image, and identifying each designated part of the shoe body in the target image based on the target detection model;

The construction module 22 is used to determine the color matching data of each of the specified components, construct a color matching option according to the specified component and the corresponding color matching data, and generate a color matching selection list based on each of the color matching options;

The color matching module 23 is used to determine the color matching option checked by the user as the target option in response to the user's ticking operation on the color matching selection list when performing exclusive customization of the current shoe body three-dimensional model, and based on the target option The specified component in the locating the target component of the three-dimensional shoe body model, and performing color rendering and display of the target component based on the color matching data in the target option.

Specifically, the exclusive customization device for the shoe body also includes:

The multi-color color rendering module is used to identify multiple color matching data of the specified component, and construct the color matching options of the specified component and the corresponding multiple color matching data; Or the color rendering display of different areas.

An option construction module, configured to construct color rendering options based on the color matching data, for selection to perform color rendering and display of each of the target components.

A level display module, configured to perform color rendering and display of the top level, bottom level or specified level of the target component based on the color matching data when the target component includes multiple levels, and perform the color rendering display based on the color matching rendering option The color rendering display of the remaining layers of the target part.

The first selection rendering module is configured to randomly select the color matching rendering option to perform color matching rendering display of the current target component when the current target component has no corresponding color matching data.

The second selection rendering module is used to select the main color matching option of the target image from the color matching rendering options when the current target component does not have the corresponding color matching data, and perform the current color matching option based on the main color matching option. The color rendering of the target part is displayed.

As mentioned above, by inputting the target image, identify each specified component of the shoe body in the target image based on the target detection model; determine the color matching data of each specified component, construct a color matching option according to the specified component and the corresponding color matching data, and generate a color matching selection list based on each color matching option ; When performing exclusive customization of the current 3D shoe body model, in response to the user's check operation on the color matching selection list, determine the color matching option checked by the user as the target option, and locate the 3D shoe body model based on the specified components in the target option Target component, based on the color matching data in the target option, the color rendering and display of the target component is performed. The above-mentioned technical means can improve the efficiency of shoe body color setting, improve the flexibility of shoe body color setting, optimize the exclusive customization experience of shoe body, and solve the technical problem of complicated and inconvenient shoe body color setting process.

The shoe body customization device provided in Embodiment 2 of the present application can be used to implement the shoe body customization method provided in Embodiment 1 above, and has corresponding functions and beneficial effects.

Embodiment three:

Embodiment 3 of the present application provides an electronic device. Referring to FIG. 4 , the electronic device includes: a processor 31 , a memory 32 , a communication module 33 , an input device 34 and an output device 35 . The number of processors in the electronic device may be one or more, and the number of memories in the electronic device may be one or more. The processor, memory, communication module, input device and output device of the electronic device can be connected through a bus or in other ways.

The memory 32, as a computer-readable storage medium, can be used to store software programs, computer-executable programs and modules, such as program instructions/modules corresponding to the shoe body-specific customization method described in any embodiment of the present application (for example, shoe body-specific detection modules, building blocks and color matching modules in custom devices). The memory may mainly include a program storage area and a data storage area, wherein the program storage area may store an operating system and at least one application required by a function; the data storage area may store data created according to the use of the device, and the like. In addition, the memory may include high-speed random access memory, and may also include non-volatile memory, such as at least one magnetic disk storage device, flash memory device, or other non-volatile solid-state storage devices. In some examples, the memory may further include memory located remotely from the processor, which remote memory may be connected to the device via a network. Examples of the aforementioned networks include, but are not limited to, the Internet, intranets, local area networks, mobile communication networks, and combinations thereof.

The communication module 33 is used for data transmission.

The processor 31 executes various functional applications and data processing of the device by running the software programs, instructions and modules stored in the memory, that is, realizes the above-mentioned shoe body-specific customization method.

The input device 34 can be used for receiving inputted numerical or character information, and generating key signal input related to user setting and function control of the device. The output device 35 may include a display device such as a display screen.

The electronic device provided above can be used to implement the shoe body exclusive customization method provided in the first embodiment above, and has corresponding functions and beneficial effects.

Embodiment four:

The embodiment of the present application also provides a storage medium containing computer-executable instructions, the computer-executable instructions are used to execute a shoe body-specific customization method when executed by a computer processor, and the shoe-body-specific customization method includes: input The target image, identifying each specified component of the shoe body in the target image based on the target detection model; determining the color matching data of each specified component, constructing a color matching option according to the specified component and the corresponding color matching data, and based on each of the specified components The color matching option generates a color matching selection list; when performing exclusive customization of the current three-dimensional shoe body model, in response to the user's ticking operation on the color matching selection list, it is determined that the color matching option checked by the user is the target option, and based on the The specified component in the target option locates the target component of the three-dimensional shoe body model, and performs color rendering and display of the target component based on the color matching data in the target option.

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.

Of course, a storage medium containing computer-executable instructions provided in the embodiments of the present application, the computer-executable instructions are not limited to the shoe body-specific customization method as described above, and can also execute the shoe body provided in any embodiment of the application. Relevant operations in proprietary custom methods.

The shoe body exclusive customization device, storage medium and electronic equipment provided in the above embodiments can execute the shoe body exclusive customization method provided in any embodiment of the present application. For technical details not described in detail in the above embodiments, please refer to any The shoe body exclusive customization method provided by the embodiment.

The above are only preferred embodiments of the present application and the applied technical principles. The present application is not limited to the specific embodiments described here, and various obvious changes, readjustments and substitutions that can be made by those skilled in the art will not depart from the protection scope of the present application. Therefore, although the present application has been described in detail through the above embodiments, the present application is not limited to the above embodiments, and can also include more other equivalent embodiments without departing from the concept of the present application, and the present application The scope is determined by the scope of the claims.

Claims (6)

1. A method for exclusive customization of a shoe body, characterized in that it comprises: Input the target image, and identify each specified part of the shoe body in the target image based on the target detection model; determining the color matching data of each of the specified components, constructing a color matching option according to the specified component and the corresponding color matching data, and generating a color matching selection list based on each of the color matching options; When performing exclusive customization of the current three-dimensional shoe body model, in response to the user's check operation on the color matching selection list, determine the color matching option checked by the user as the target option, and based on the specified in the target option Locate the target component of the three-dimensional shoe body model, and perform color rendering and display of the target component based on the color matching data in the target option; Determining the color matching data of each specified component, constructing a color matching option according to the specified component and the corresponding color matching data, including: identifying a plurality of color matching data of the specified component, and constructing color matching options for the specified component and the corresponding multiple color matching data; Correspondingly, performing color rendering and display of the target component based on the color matching data in the target option, including: performing color rendering and display of different layers or different regions in the target component based on multiple color matching data; After determining the color matching data of each specified part, it also includes: Constructing color matching rendering options based on the color matching data, for selection to perform color matching rendering display of each of the target components; Performing color rendering and display of the target component based on the color matching data in the target option, including: When the target component includes multiple levels, perform color rendering and display of the top level, bottom level or specified level of the target component based on the color matching data; Perform color rendering and display of other levels of the target component based on the color color rendering option. 2. The shoe body exclusive customization method according to claim 1, characterized in that locating the target component of the three-dimensional shoe body model based on the specified component in the target option, based on the specified component in the target option The color matching data is used for color rendering and display of the target component, and also includes: If the current target component does not have the corresponding color matching data, randomly select the color matching rendering option to perform color matching rendering and display of the current target component. 3. The shoe body exclusive customization method according to claim 1, characterized in that locating the target component of the three-dimensional shoe body model based on the specified component in the target option, based on the specified component in the target option The color matching data is used for color rendering and display of the target component, and also includes: If the current target component does not have the corresponding color matching data, select a main color matching option of the target image from the color matching rendering options, and perform color matching rendering and display of the current target component based on the main color matching option. 4. An exclusive custom-made device for shoe body, characterized in that it comprises: A detection module, configured to input a target image, and identify each designated component of the shoe body in the target image based on a target detection model; A construction module, configured to determine the color matching data of each of the specified components, construct a color matching option according to the specified component and the corresponding color matching data, and generate a color matching selection list based on each of the color matching options; The color matching module is used to determine the color matching option checked by the user as the target option in response to the user's ticking operation on the color matching selection list when performing exclusive customization of the current shoe body three-dimensional model, and based on the target option The specified component in the above-mentioned target component locates the target component of the three-dimensional shoe body model, and performs color rendering and display of the target component based on the color matching data in the target option; Determining the color matching data of each specified component, constructing a color matching option according to the specified component and the corresponding color matching data, including: identifying a plurality of color matching data of the specified component, and constructing color matching options for the specified component and the corresponding multiple color matching data; Correspondingly, performing color rendering and display of the target component based on the color matching data in the target option, including: performing color rendering and display of different layers or different regions in the target component based on multiple color matching data; After determining the color matching data of each specified part, it also includes: Constructing color matching rendering options based on the color matching data, for selection to perform color matching rendering display of each of the target components; Performing color rendering and display of the target component based on the color matching data in the target option, including: When the target component includes multiple levels, perform color rendering and display of the top level, bottom level or specified level of the target component based on the color matching data; Perform color rendering and display of other levels of the target component based on the color color rendering option. 5. An electronic device, characterized in that it comprises: memory and one or more processors; The memory is used to store one or more programs; When the one or more programs are executed by the one or more processors, the one or more processors implement the shoe body-specific customization method according to any one of claims 1-3. 6. A storage medium containing computer-executable instructions, wherein the computer-executable instructions are used to execute the shoe body-specific customization method according to any one of claims 1-3 when executed by a computer processor.

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