CN115024559A - Customized shoe body model design method and device based on user customized information - Google Patents
Customized shoe body model design method and device based on user customized information Download PDFInfo
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- A—HUMAN NECESSITIES
- A43—FOOTWEAR
- A43D—MACHINES, TOOLS, EQUIPMENT OR METHODS FOR MANUFACTURING OR REPAIRING FOOTWEAR
- A43D1/00—Foot or last measuring devices; Measuring devices for shoe parts
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- A—HUMAN NECESSITIES
- A43—FOOTWEAR
- A43D—MACHINES, TOOLS, EQUIPMENT OR METHODS FOR MANUFACTURING OR REPAIRING FOOTWEAR
- A43D1/00—Foot or last measuring devices; Measuring devices for shoe parts
- A43D1/02—Foot-measuring devices
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- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
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Abstract
The embodiment of the application discloses a method and a device for designing a customized shoe body model based on user customized information. According to the technical scheme provided by the embodiment of the application, the corresponding target customized shoe body model is displayed, the target fabric provided by a user is scanned based on the fabric digitalized scanning equipment, the digitalized mapping of the target fabric is obtained, and the sole pressure parameters of the user are collected through the pressure sensor array; and rendering and displaying the digital map to a designated area of the target customized shoe body model, adjusting the thickness of a sole component of the target customized shoe body model based on the plantar pressure parameter, and configuring the material filling density of the sole component so as to perform shoe body customization of the current user based on the target customized shoe body model. By adopting the technical means, the shoe body customization experience of the user can be improved, the personalized requirements of the user can be met by shoe body customization, and the wearing comfort of the customized shoe body is improved.
Description
Technical Field
The embodiment of the application relates to the technical field of computers, in particular to a method and a device for designing a customized shoe body model based on user customized information.
Background
Currently, in order to optimize the shoe purchasing experience of a user, a shoe selling platform provides some shoe body exclusive customization functions for the user to customize and customize the shoe body on line. The user customizes the favorite shoe body by selecting the color matching options of the part fixing parts of the shoe body on the customization page of the shoe selling platform corresponding to the shoe model, and the personalized customization effect of the shoe body is realized.
However, existing shoe platforms typically provide a number of different color options for the shoe body accessory to be selected by the user, and then customize the shoe body according to the color of the accessory selected by the user. The shoe body customization mode is simple, the acquired personalized customization data is one-sided, the personalized customization degree of the shoe body is relatively low, and the personalized requirements of users are difficult to meet.
Disclosure of Invention
The embodiment of the application provides a customized shoe body model design method and device based on user customized information, comprehensively collects shoe body customized data of a user, improves the customized customization degree of shoe body customization, improves the shoe body customized experience of the user and the wearing comfort of the customized shoe body, and solves the technical problem of how to improve the customized customization degree of the shoe body.
In a first aspect, the present application provides a method for designing a customized shoe body model based on user customized information, including:
displaying a customized shoe model list based on a touch display screen, wherein the customized shoe model list comprises a plurality of customized shoe model options, and displaying a corresponding target customized shoe model according to the customized shoe model option selected by a user in response to the selection operation of the user on the customized shoe model list;
scanning a target fabric provided by a user based on fabric digitalized scanning equipment to obtain a digitalized mapping of the target fabric, and acquiring sole pressure parameters of the user through a pressure sensor array;
rendering and displaying the digital map to a designated area of the target customized shoe body model, adjusting the thickness of a sole component of the target customized shoe body model based on the plantar pressure parameter, and configuring the material filling density of the sole component to perform shoe body customization of the current user based on the target customized shoe body model.
Further, the method for obtaining the digital map of the target fabric based on scanning of the target fabric provided by the user by the fabric digital scanning equipment comprises the following steps:
scanning the target fabric based on fabric digital scanning equipment to obtain corresponding material information, and generating and displaying a corresponding number of material options based on a plurality of material information under the condition that the number of the material information is multiple;
and responding to the selection operation of the user on any material option, and determining the corresponding material information as the digital map of the target fabric.
Further, the rendering and displaying the digital map to the designated area of the target customized shoe model includes:
and responding to the touch operation of the user on the candidate area corresponding to the target customized shoe body model, determining the corresponding candidate area as the designated area, and rendering and displaying the digital map to the designated area of the target customized shoe body model.
Further, wherein said adjusting a thickness of a sole component of the target customized footwear model based on the plantar pressure parameter and configuring a material packing density of the sole component comprises:
the method comprises the steps of constructing mapping relations between different parameter values of the sole pressure parameters and the thickness and material filling density of the sole component in advance, inquiring the mapping relations based on the current parameter values of the sole pressure parameters, and determining the corresponding thickness and material filling density.
Further, after the displaying the corresponding target customized shoe model, the method further comprises:
interacting with a user through a touch display screen, acquiring shoe body configuration selection data of the target customized shoe body model, rendering and displaying the shoe body configuration selection data to a specified shoe body component of the target customized shoe body model, wherein the shoe body configuration selection data comprises color matching selection data and material selection data of the specified shoe body component.
Further, the method for obtaining shoe body configuration selection data of the target customized shoe body model by interacting with a user through a touch display screen includes:
responding to the touch operation of a user on each appointed shoe body part of the target customized shoe body model, and displaying the color matching option and the material option of the corresponding appointed shoe body part;
and responding to the selection operation of the user on the color matching option or the material option, and acquiring the corresponding color matching selection data and the corresponding material selection data.
Further, after the displaying the corresponding target customized shoe body model, the method further comprises:
the method comprises the steps of interacting with a user through a touch display screen, receiving a target image input by the user, identifying a main body graph of the target image, and rendering and displaying the main body graph to the target customized shoe body model.
In a second aspect, embodiments of the present application provide a customized footwear body model designing apparatus based on user customized information, including:
the display module is used for displaying a customized shoe model list based on a touch display screen, the customized shoe model list comprises a plurality of customized shoe model options, and corresponding target customized shoe models are displayed according to the customized shoe model options selected by a user in response to the selection operation of the user on the customized shoe model list;
the acquisition module is used for scanning a target fabric provided by a user based on fabric digital scanning equipment to obtain a digital mapping of the target fabric and acquiring sole pressure parameters of the user through a pressure sensor array;
a design module for rendering and displaying the digitized map to a designated area of the target customized shoe model, adjusting a thickness of a sole component of the target customized shoe model based on the plantar pressure parameter, and configuring a material packing density of the sole component to perform a shoe body customization of a current user based on the target customized shoe model.
In a third aspect, an embodiment of the present application provides an electronic device, including:
a memory and one or more processors;
the memory to store one or more programs;
when executed by the one or more processors, cause the one or more processors to implement a method of custom shoe model design based on user customization information as described in the first aspect.
In a fourth aspect, embodiments of the present application provide a storage medium containing computer-executable instructions for performing a method of custom shoe body model design based on user customization information as described in the first aspect when executed by a computer processor.
The method comprises the steps that a customized shoe model list is displayed on the basis of a touch display screen, the customized shoe model list comprises a plurality of customized shoe model options, and corresponding target customized shoe models are displayed according to the customized shoe model options selected by a user in response to the selection operation of the user on the customized shoe model list; scanning a target fabric provided by a user based on fabric digitalized scanning equipment to obtain a digitalized mapping of the target fabric, and acquiring sole pressure parameters of the user through a pressure sensor array; and rendering and displaying the digital map to a designated area of the target customized shoe body model, adjusting the thickness of the sole component of the target customized shoe body model based on the plantar pressure parameter, and configuring the material filling density of the sole component so as to perform shoe body customization of the current user based on the target customized shoe body model. By adopting the technical means, the digital mapping of the target fabric is collected and rendered and displayed to the target customized shoe body model, so that the personalized customization degree of shoe body customization can be improved, the shoe body customization experience of a user is improved, and the shoe body customization meets the personalized requirements of the user. And, carry out sole thickness and material packing density customization based on plantar pressure parameter, can promote the travelling comfort that the customization shoes body was worn, further optimize user's shoes body customization experience.
Drawings
FIG. 1 is a flow chart of a method for designing a customized footwear body model based on customized information as provided in an embodiment of the present application;
FIG. 2 is a schematic block diagram of a customized footwear model design system according to one embodiment of the present application;
FIG. 3 is a schematic view of information collection of a customized footwear body model design system according to one embodiment of the present application;
FIG. 4 is a schematic diagram illustrating the pressure information collection of the designated location point in the first embodiment of the present application;
FIG. 5 is a flowchart illustrating a process of generating a digitized map according to a first embodiment of the present application;
FIG. 6 is a schematic block diagram illustrating an apparatus for designing a customized footwear model based on customized information according to an exemplary embodiment of the present application;
fig. 7 is a schematic mechanism diagram of an electronic device according to a third embodiment of the present application.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application more apparent, specific embodiments of the present application will be described in detail with reference to the accompanying drawings. It is to be understood that the specific embodiments described herein are merely illustrative of the application and are not limiting of the application. It should be further noted that, for the convenience of description, only some but not all of the relevant portions of the present application are shown in the drawings. Before discussing exemplary embodiments in more detail, it should be noted that some exemplary embodiments are described as processes or methods depicted as flowcharts. Although a flowchart may describe the operations (or steps) as a sequential process, many of the operations can be performed in parallel, concurrently or simultaneously. In addition, the order of the operations may be re-arranged. The process may be terminated when its operations are completed, but may have additional steps not included in the figure. The processes may correspond to methods, functions, procedures, subroutines, subprograms, and the like.
The first embodiment is as follows:
fig. 1 is a flowchart of a method for designing a customized shoe body model based on customized information according to an embodiment of the present application, where the method for designing a customized shoe body model based on customized information provided in this embodiment may be performed by a customized shoe body model designing apparatus based on customized information, the customized shoe body model designing apparatus based on customized information may be implemented by software and/or hardware, and the customized shoe body model designing apparatus based on customized information may be formed by two or more physical entities or may be formed by one physical entity. In general, the customized footwear model design apparatus based on user customization information may be an interactive terminal of a customized footwear model design system.
The following description will be given taking an interactive terminal of a customized shoe body model designing system as an example of a main body for executing a customized shoe body model designing method based on user customized information. Referring to fig. 1, the method for designing a customized shoe model based on customized information specifically includes:
s110, displaying a customized shoe model list based on a touch display screen, wherein the customized shoe model list comprises a plurality of customized shoe model options, responding to the selection operation of a user on the customized shoe model list, and displaying a corresponding target customized shoe model according to the customized shoe model option selected by the user;
s120, scanning a target fabric provided by a user based on fabric digitalized scanning equipment to obtain a digitalized mapping of the target fabric, and acquiring sole pressure parameters of the user through a pressure sensor array;
s130, rendering and displaying the digital map to a designated area of the target customized shoe body model, adjusting the thickness of a sole component of the target customized shoe body model based on the sole pressure parameter, and configuring the material filling density of the sole component so as to customize the shoe body of the current user based on the target customized shoe body model.
The customized shoe body model design method based on the user customized information aims at collecting the user shoe body customized information by combining the customized shoe body model, the pressure sensor array and the digital scanning equipment for the surface materials, so that the customized shoe body model of the user is designed, the design of the shoe body meets the personalized design requirements of the user, the shoe body customization experience of the user is improved, the personalized customization effect of the shoe body is optimized, and the wearing comfort of the customized shoe body is improved.
Specifically, referring to fig. 2, a schematic structural diagram of a customized shoe model design system according to an embodiment of the present application is provided, and as shown in fig. 2, the customized shoe model design system includes a test platform 11, an interactive terminal 12, a pressure sensor array 13 disposed at the bottom of the test platform, a placing platform 15 for placing a target fabric, and a fabric digitizing and scanning device 14 disposed corresponding to the placing platform 15.
The fabric digital scanning equipment and the pressure sensor array are connected with the interactive terminal; the pressure sensor array is used for positioning each appointed position point of the sole of a user under the condition that the user stands on the test bench, acquiring sole pressure parameters of each appointed position point and reporting the sole pressure parameters to the interactive terminal; the fabric digitalized scanning equipment is used for scanning a target fabric placed on the placing table, converting material information of the target fabric into a digitalized mapping and reporting the digitalized mapping to the interactive terminal; the interactive terminal is used for receiving the sole pressure parameters and the digital mapping, interacting with a user through the touch display screen, and displaying the corresponding target customized shoe body model according to the customized shoe body model option selected by the user. And adjusting the thickness of the sole component of the target customized shoe body model based on the plantar pressure parameter, and configuring the material filling density of the sole component. And rendering and displaying the digital map to a designated area of the target customized shoe body model, so as to design the target customized shoe body model, and the fabric and sole design meets the individual requirements of users. The shoe body customization of the current user is carried out based on the target customized shoe body model, so that the customized shoe body can meet the requirements of the user, and the shoe body customization experience is improved.
By providing the customized shoe body model design system, the customized shoe body model design of the user is carried out. When a user customizes the shoe body, the relevant shoe body customization information of the user is obtained through each module of the customized shoe body model design system of the embodiment of the application. And the user carries out human-computer interaction with the interactive terminal through a display screen of the touch interactive terminal. The interactive terminal provides a shoe body customization platform login interface, and a user logs in the shoe body customization platform by inputting user account information so as to complete the acquisition of the user account information.
And then, the interactive terminal displays a customized shoe body model list provided by the shoe body customizing platform and customized by the user, wherein the customized shoe body model list comprises the options of the customized shoe body models of the various shoe body styles which can be provided with the customized service by the platform for the user to select. After the user selects the shoe customized shoe body model option needing to be customized, the interactive terminal displays the customized shoe body model corresponding to the customized shoe body model option, and the model is defined as the target customized shoe body model. By displaying the customized shoe model, the user can see the basic structure and the appearance of the style of the shoe to be customized so as to realize better shoe customization experience.
Further, based on the target customized shoe body model, the embodiment of the application interacts with a user through a touch display screen to obtain shoe body configuration selection data of the target customized shoe body model, and renders and displays the shoe body configuration selection data to a specified shoe body part of the target customized shoe body model, wherein the shoe body configuration selection data comprises color matching selection data and material selection data of the specified shoe body part.
Wherein, treat the appointed shoes body part of customization shoes through providing match colors and material selection to carry out the target customization shoes body model match colors and the material design, the target customization shoes body model that founds according to this can optimize user's shoes body customization experience, make the personalized demand that matches colors and the material of customization shoes body satisfy self.
Specifically, when a user configures shoe body configuration selection data, the target customized shoe body model is displayed through an interactive terminal, and color matching options and material options of the corresponding specified shoe body parts are displayed in response to touch operation of the user on each specified shoe body part of the target customized shoe body model; and responding to the selection operation of the user on the color matching option or the material option, and acquiring the corresponding color matching selection data and the corresponding material selection data.
The interactive terminal displays a target customized shoe body model to be set with color matching and materials, and the target customized shoe body model is formed by combining a plurality of components. In performing the color scheme setting of the target customized footwear model, the various components of the target customized footwear model, such as the upper, laces, tongue, midsole, and outsole, are first determined and defined as the designated footwear component. The user can select different color matching options and material options of the shoe body component by clicking the appointed shoe body component, and the user further clicks and selects the corresponding color matching options and material options, so that the setting of shoe body configuration selection data is completed. For example, the user clicks the vamp of the target customized shoe body model, the color matching option and the material option of the vamp pop up at the moment, and the user clicks the white option and the leather material option, so that the color matching of the vamp is white, the material is leather, and the acquisition of shoe body configuration selection data is completed. And then, shoe body configuration selection data collected by a user is rendered and displayed to a target customized shoe body model, and subsequently, in the shoe body customizing process, a specified part of the shoe body can be customized by selecting a material of a corresponding material according to the target customized shoe body model, and corresponding color matching is set, so that the personalized shoe body customizing effect is further optimized.
Optionally, the interactive terminal is further configured to interact with a user through a touch display screen, receive a target image input by the user, identify a main body figure of the target image, and render and display the main body figure to the target customized shoe model for shoe customization of the current user.
A user inputs an image on the interactive terminal, the image is defined as a target image, a main body image is obtained by utilizing the graphic information provided in the target image, and the main body image is stored, so that the image can be drawn on a vamp, an insole and other formulated parts in printing, knitting, offset printing and other modes when the shoe body is subsequently customized, and the shoe body customization effect is further optimized.
Illustratively, the user performs the graphic design of the current shoe body by inputting a target image (e.g., a cartoon image) and using the relevant graphics provided by the target image to obtain the body graphics. Before this, when seeing the favorite things or images, the user can shoot the target image or download and screen the corresponding target image, namely, the target image can be used as the target image to provide the subject figure. When shoe body customization is carried out, a target image is input into the interactive terminal of the embodiment of the application, and the main body graph is detected and identified through the target image, so that the graph customization of the shoe body is carried out through the detected and identified main body graph.
Before this, an object detection model needs to be constructed in advance to detect and identify the subject graph. In order to train the target detection model of the main body graph, image information containing various main body graphs needs to be collected as a training data set, and then rectangular frames of the main body graphs are manually marked from the image information one by one to serve as marking data. And further designing a neural network structure and a loss function of the target detection model of the main body graph, and training network parameters of the target detection model of the main body graph by using the marking data. After model training is completed, the model structure and parameters are saved for subsequent target detection. The detection of the main body graph can be adaptively increased or refined according to actual needs. The target detection model may be a YOLOv5 or other target detection model, and the specific detection model is not fixedly limited in the embodiments of the present application and is not described herein again.
And deploying the trained target detection model on the interactive terminal of the embodiment of the application. The target image input by the user is input into the target detection model, and the detection frame of the main body graph in the target image can be output through model calculation and processing, so that the detection of the main body graph is completed. And then, the main body graph is stored as the shoe body customization data, so that a more comprehensive shoe body customization data acquisition effect is realized.
Further, the interactive terminal renders and displays the main body graph to the target customized shoe body model so that the user can check the shoe body customization effect. It can be understood that the main body graph is rendered and displayed to the designated part of the customized shoe body model of the target to be customized, so that a user can conveniently check the rendering and displaying effect of the main body graph, the customized effect of the shoe body can be optimized, and the personalized customization experience of the shoe body is improved.
On the other hand, as shown in fig. 3, in the embodiment of the present application, the pressure sensor array is used to acquire sole pressure parameters of each designated position point of the sole of the user, and the fabric digitalized scanning device is used to acquire the digitalized mapping of the target fabric provided by the user, so as to upload the acquired information to the interaction terminal for further processing.
Illustratively, when the user stands on the test bench, the array of pressure sensors under the foot of the user triggers the acquisition of plantar pressure parameters of various designated position points of the user at present. When a user places a target fabric (such as cloth, leather, shoes and other objects with fabric materials) on the placing table, the user can drive the fabric digital scanning equipment to start to acquire the digital mapping of the current target fabric.
And then the target customized shoe body model is adjusted according to the acquired sole pressure parameters, and the digital map is rendered and displayed to the designated area of the target customized shoe body model, so that the design of the target customized shoe body model is completed, the design of the target customized shoe body model meets the personalized requirements of a user, the requirements of the user are met in the shoe body appearance and sole design, and the shoe body customization and wearing experience is improved.
When the plantar pressure parameters are collected, the user stands on the pressure sensor array, and the pressure sensor array determines the pressure parameters of each position point on the corresponding coordinate system. According to the distribution condition of the pressure parameters and the values of the pressure parameters of all the position points, the appointed position points of the sole of the user are positioned, and then the sole pressure parameters of the appointed position points are determined. For example, as shown in fig. 4, according to the collected pressure parameter distribution and the values of the pressure parameters at each location point, the pressure parameters of the left heel center a1, the forefoot center a2, the right heel center B1 and the forefoot center B2 are determined as the sole pressure parameters at the designated location point. The sole contour of the user can be determined according to the pressure parameter distribution condition, and then the point with the maximum pressure parameter is selected as the center of the front sole in the front half part of the sole contour, and the point with the maximum pressure parameter is selected as the center of the heel in the rear half part of the sole contour, so that the calibration of the designated position point is completed. It will be appreciated that the person standing on the pressure sensor array generates a greater pressure parameter in the center of the ball of his foot than in the rest of his surroundings, and a greater pressure parameter in the center of his heel than in the rest of his surroundings. Based on the characteristics, the plantar pressure parameters of the specified position points are determined according to the collected pressure parameter distribution conditions and the values of the pressure parameters of the position points.
In practical application, the pressure parameters and the corresponding coordinate information acquired by the pressure sensor array may be input into a pre-constructed detection model, so as to detect the coordinates of the designated position point according to the detection model. Before the detection, pressure parameters of each coordinate of the soles of different users are collected in advance, the coordinates of the appointed position points are marked, and therefore training of the detection model is conducted, the detection model can output the coordinates of the appointed position points according to the pressure parameters of each coordinate of the soles, and detection of the appointed position points is completed. In addition, the selected type and the number of the designated position points can also be set adaptively, and the embodiment of the application does not make fixed limitation on specific designated position points, so that the actual shoe body customization requirements are met, and the details are not repeated herein.
It will be appreciated that, in general, the greater the weight of the user, the greater the plantar pressure parameters it acquires. Moreover, for users with large weight, the sole with larger thickness needs to be adaptively arranged, the elasticity of the sole filling material is improved, and the corresponding material filling density is adjusted. Similarly, for a user with a small weight, a sole with a relatively small thickness can be set, the elasticity parameter of the sole is relatively low, and the filling density of the material is adjusted correspondingly. Therefore, the design of the sole can be ensured to meet the requirements of the user, and the customization effect of the shoe body is optimized. Based on the characteristic, the pressure parameters of all the appointed position points of the sole of the user are collected for the subsequent configuration of the thickness and the material filling density of the target customized shoe body model, and the wearing comfort of the customized shoe body is improved.
Then, based on the target customized shoe body model, the thickness adjustment and material filling density configuration of the relevant area of each designated position point are carried out by positioning each designated position point and then based on the collected plantar pressure information of each designated position point. When sole configuration is performed based on plantar pressure information, first, the associated regions of the respective designated location points are determined. It will be appreciated that it is difficult to achieve the desired customization effect by merely adjusting the sole parameters at a given location point, and that it is necessary to determine a correlation area centered at the given location point and adjust the entire correlation area. For example, when adjusting the associated region of the heel center based on the plantar pressure parameter, the entire associated region corresponding to the heel center on the target customized footwear body model may be adjusted. In addition, in order to avoid a large difference between the relevant parameters of the relevant area and the relevant parameters of other areas of other soles, the relevant parameters of the relevant area are adjusted from the pointing position point to the other areas in a parameter gradual change mode, and the closer the relevant area is to the other areas, the closer the parameter value is to the other areas. Therefore, the phenomenon that different areas of the sole have larger parameter fall can be avoided, and the wearing comfort is guaranteed.
Based on the located associated region, the associated region can be configured with a corresponding thickness and material filling density according to the plantar pressure parameter. It can be understood that, the thickness of the sole and the filling density of the material in the relevant area are set, so that the thickness of the sole and the filling density of the material can be ensured to adapt to wearing requirements of users with different weights. Generally speaking, for a user with a large body weight, the sole pressure parameter acquired correspondingly is relatively large, and the associated area can be adaptively set to have a large thickness and a large material filling density. On the contrary, for a user with small weight, the corresponding acquired plantar pressure parameters are relatively small, and the associated area can be adaptively set to be small in thickness and material filling density.
Based on the characteristic, the embodiment of the application establishes a mapping relation between different parameter values of the plantar pressure parameter and the thickness parameter and the material filling density of the sole component in advance; and inquiring the mapping relation based on the current parameter value of the plantar pressure parameter, and determining the corresponding thickness parameter and the material filling density.
According to the embodiment of the application, the mapping relation between the foot pressure parameters and the corresponding thickness parameters and the material filling density is set, so that the thickness parameters and the material filling density corresponding to the sole component can be determined according to the parameter values of the sole pressure parameters. Therefore, the exclusive customization effect of the sole of the user is further optimized, and the wearing comfort of the sole is improved.
On the other hand, when the digital mapping is collected, shooting is carried out on the target fabric provided by the user through fabric digital scanning equipment. The scanning visual angle of the fabric digitalized scanning device is fixed, the fabric digitalized scanning device is arranged corresponding to the placing table, and when a user places a target fabric on the testing table, the fabric digitalized scanning device can be driven by the interactive terminal to collect a digitalized mapping of the fabric digitalized scanning device. In order to ensure complete collection of the digital mapping, the fabric digital scanning equipment can be composed of a plurality of cameras, and different cameras scan corresponding areas of a target fabric to obtain a complete digital mapping.
The fabric digitalized scanning device comprises: the fabric digitalized scanning module is used for acquiring a target fabric image and uploading the target fabric image to the fabric digitalized scanning data processing module for data processing so as to generate a fabric digitalized mapping; the fabric digitalized scanning control module is used for controlling the on and off of a light source of the fabric digitalized scanning module and the shooting of a camera so as to complete the acquisition and uploading of fabric images; the fabric digitalized scanning data processing module is used for calculating and processing the fabric images uploaded by the fabric digitalized scanning module based on a deep learning method so as to output a digitalized mapping of a target fabric; and the fabric digitalized scanning effect correcting and correcting module is used for correcting and correcting the digitalized mapping output by the fabric digitalized scanning data processing module so as to ensure the accuracy of an output result.
The fabric digitalized scanning module is integrated with a camera, the camera is a high-resolution industrial camera, is installed at an installation position of a shooting environment and is used for shooting a target fabric image from top to bottom. The placing table can be a shooting environment with shading on the periphery so as to optimize the shooting effect. The working distance of the camera is 225mm, the camera is in communication connection with the fabric digitalized scanning data processing module, and a target fabric image obtained by shooting is uploaded to the fabric digitalized scanning data processing module by the camera; the bottom of the fabric is provided with a surface light source which is composed of a square LED array, a diffuse reflection plate is mounted on the surface of the surface light source and used for guaranteeing the uniformity of a light source, meanwhile, the irradiation area of the surface light source is larger than the visual field range of a camera, the surface light source is in communication connection with a fabric digital scanning control module and can change the color of the surface light source illuminating from the back of the fabric, and the surface light source can emit red light and blue light.
When the fabric digital scanning control module shoots images, firstly, the lighting surface light source is controlled to emit blue light, the camera is controlled to shoot images, then the surface light source is switched to emit red light, then the camera is controlled to shoot images, and transmission images of the surface light sources with the two colors which are illuminated from the bottom are respectively obtained; placing the target fabric in the vision field range of the camera, controlling different LED light sources in the shooting environment to be lightened, and simultaneously controlling the camera to shoot images to obtain an image set of the target fabric under the illumination of different LED light sources; controlling to close all the LED light sources, lightening the surface light source at the bottom, controlling the surface light source to emit blue light, then shooting an image, switching the surface light source to emit red light, and then shooting the image to respectively obtain target fabric transmission images of the two colors;
and uploading all the obtained images as target images to a fabric digitalized scanning data processing module for processing and calculation. It should be noted that, at this time, the digital scanning processing is performed on the corresponding fabric, so the main body pattern in the target image includes the whole fabric itself. If the material information of a part of the main body graph of the whole object to be scanned is acquired, all the acquired images need to be detected by combining the target detection model, the part of the main body graph is determined, and then the part of the main body graph of all the images is taken as an image set to be uploaded to a material digital scanning data processing module for processing and calculation.
When the fabric digital scanning data processing module processes and calculates, white balance correction is carried out on an image set of a target fabric under different LED light source illumination so as to reduce the influence of camera chromatic aberration; calculating the average brightness of the white-balanced image set, comparing the average brightness with the standard brightness, and correcting the brightness of the image set, thereby reducing the image brightness change caused by the inconsistent intensity of the LED light source; the standard brightness is preset before the digital scanning of the fabric, and all images are normalized to the standard brightness, so that the phenomenon of inconsistent image brightness caused by a camera, a light source factor and the like is avoided, and the scanning stability is ensured; calculating a fabric digitalized mapping, taking the fabric digitalized mapping and a camera shooting image corresponding to the fabric digitalized mapping as a training sample, and training a deep learning network; when the target fabric is scanned, an image set subjected to white balance correction and brightness correction is used as the input of a deep learning network, so that a digital mapping of the target fabric is generated; and taking the target fabric transmission image as a foreground image, taking the transmission image illuminated by the surface light sources with different colors from the bottom of the drawer as a background image, and obtaining the transparency map of the target fabric by using a matting algorithm.
In addition, the fabric digitalized scanning effect proofreading and correcting module is integrated with a fabric proofreading image fabric digitalized scanning device, a 3D rendering engine, a fabric attribute mapping editing module and a fabric four-side continuous editing module, wherein: the fabric proofreading image fabric digital scanning device is used for shooting fabric placed in a standard lamp box with stable illumination and correcting the shot fabric image under the lamp box environment to obtain a standard fabric proofreading image;
the 3D rendering engine is used for simulating the internal environment of the standard lamp box and the digital mapping of the input fabric and rendering the measurement effect of the digital mapping; the fabric attribute mapping editing module is used for finely tuning each digital mapping of the fabric, and simultaneously uploading the fine tuning result to a 3D rendering engine in real time for rendering until the 3D rendering result is consistent with the fabric proofreading image; the fabric four-side continuous editing module is used for cutting and edge processing the digital chartlet of the fabric, so that seamless splicing and seamless 3D rendering result can be realized by the digital chartlet of the fabric.
Based on the fabric digitalized scanning equipment, digitalized sticking pictures of different fabrics can be obtained. According to target fabrics used as required, the corresponding fabrics are scanned and processed by the fabric digitalized scanning equipment, so that the corresponding fabric digitalized mapping can be waited, and the fabric digitalized mapping is rendered and displayed in a designated area of the target customized shoe body model. Different from the mode that the above-mentioned material option configuration of selection corresponds the material data of shoes body part, this application generates the digital mapping and renders up and show to the appointed region of target customization shoes body model through scanning the target surface fabric, can use the various surface fabrics that the user likes to target customization shoes body model, and not only apply the material data that the system prepared to target customization shoes body model to this promotes the variety and the flexibility of target customization shoes body model material design, optimizes the design effect of target customization shoes body model.
Optionally, referring to fig. 5, when determining the digital map of the target fabric, the method further includes:
s1201, scanning the target fabric based on fabric digital scanning equipment to obtain corresponding material information, and generating and displaying material options in corresponding quantity based on the material information under the condition that the material information is multiple;
s1202, responding to the selection operation of the user on any material option, and determining the corresponding material information as the digital map of the target fabric.
For the condition that the target fabric contains multiple materials, in the embodiment of the application, by referring to the fabric material scanning mode of the fabric digital scanning device, different material options are generated by collecting material information of different fabric materials, and the touch display screen of the interactive terminal for displaying the material options is used for the user to select. And determining the corresponding material information according to the material option selected by the user to generate the digital mapping of the target fabric. Therefore, the flexibility of collecting the target fabric is further improved.
It should be noted that when rendering and displaying a digitized map of a target fabric to a designated area of a target customized shoe body model, in the embodiment of the present application, by responding to a touch operation of a user on a candidate area corresponding to the target customized shoe body model, determining that the corresponding candidate area is the designated area, and rendering and displaying the digitized map to the designated area of the target customized shoe body model. It can be understood that the candidate areas are divided in advance corresponding to different areas of the shoe body to be customized in the embodiment of the application, so that the subsequent digital map rendering display is convenient. For example, the vamp area is divided in advance, and the subsequent user selects the vamp area to render and display the digital map, so that the user can see the effect of the target fabric applied to the vamp of the shoe body to be customized on the target customized shoe body model, and the shoe body customization experience is optimized.
After the target customized shoe body model is designed, when a user customizes the shoe body, the target customized shoe body model can be used as a reference to customize the shoe body meeting the personalized requirements of the user. It can be appreciated that the target customized shoe body model integrates the color matching, material and graphic design that the user likes, so that the appearance of the shoe body can meet the individual design requirements of the user. In addition, the thickness and the material filling density of the sole component are configured according to the sole pressure parameters of the user, so that the wearing comfort of the user can be improved, and the shoe body customization experience of the user is further optimized.
Displaying a customized shoe model list based on the touch display screen, wherein the customized shoe model list comprises a plurality of customized shoe model options, and displaying a corresponding target customized shoe model according to the customized shoe model option selected by the user in response to the selection operation of the user on the customized shoe model list; scanning a target fabric provided by a user based on fabric digitalized scanning equipment to obtain a digitalized mapping of the target fabric, and acquiring sole pressure parameters of the user through a pressure sensor array; and rendering and displaying the digital map to a designated area of the target customized shoe body model, adjusting the thickness of the sole component of the target customized shoe body model based on the plantar pressure parameter, and configuring the material filling density of the sole component so as to perform shoe body customization of the current user based on the target customized shoe body model. By adopting the technical means, the digital mapping of the target fabric is collected and rendered and displayed to the target customized shoe body model, so that the personalized customization degree of shoe body customization can be improved, the shoe body customization experience of a user is improved, and the shoe body customization meets the personalized requirements of the user. And, carry out sole thickness and material packing density customization based on plantar pressure parameter, can promote the travelling comfort that the customization shoes body was worn, further optimize user's shoes body customization experience.
Example two:
on the basis of the above embodiments, fig. 6 is a schematic structural diagram of a customized shoe body model designing device based on user customized information according to the second embodiment of the present application. Referring to fig. 6, the customized shoe body model designing apparatus based on the customized information provided in this embodiment specifically includes: a presentation module 21, an acquisition module 22 and a design module 23.
The display module 21 is configured to display a customized shoe model list based on the touch display screen, where the customized shoe model list includes a plurality of customized shoe model options, and display a corresponding target customized shoe model according to the customized shoe model option selected by the user in response to a selection operation of the user on the customized shoe model list;
the acquisition module 22 is used for scanning a target fabric provided by a user based on a fabric digitalized scanning device to obtain a digitalized mapping of the target fabric, and acquiring sole pressure parameters of the user through a pressure sensor array;
the design module 23 is configured to render and display the digitized map to a designated area of the target customized shoe model, adjust a thickness of a sole component of the target customized shoe model based on the plantar pressure parameter, and configure a material packing density of the sole component to perform a shoe customization of a current user based on the target customized shoe model.
Specifically, the acquisition module 22 scans the target fabric based on a fabric digital scanning device to acquire corresponding material information, and generates and displays a corresponding number of material options based on a plurality of material information when the number of the material information is multiple; and responding to the selection operation of the user on any material option, and determining the corresponding material information as the digital map of the target fabric.
Specifically, the design module 23 determines the corresponding candidate area as the designated area in response to the touch operation of the user on the candidate area corresponding to the target customized shoe body model, and renders and displays the digital map to the designated area of the target customized shoe body model.
Specifically, the design module 23 may further pre-construct a mapping relationship between different parameter values of the sole pressure parameter and the thickness and material filling density of the sole component, query the mapping relationship based on the current parameter value of the sole pressure parameter, and determine the corresponding thickness and material filling density.
Specifically, the design module 23 interacts with a user through a touch display screen to obtain shoe configuration selection data of the target customized shoe model, and renders and displays the shoe configuration selection data to a specified shoe component of the target customized shoe model, wherein the shoe configuration selection data includes color matching selection data and material selection data of the specified shoe component. Responding to touch operation of a user on each appointed shoe body part of the target customized shoe body model, and displaying color matching options and material options of the corresponding appointed shoe body part; and responding to the selection operation of the user on the color matching option or the material option, and acquiring the corresponding color matching selection data and the corresponding material selection data. In addition, the method also comprises the steps of interacting with a user through a touch display screen, receiving a target image input by the user, identifying a main body graph of the target image, and rendering and displaying the main body graph to the target customized shoe body model.
Displaying a customized shoe model list based on the touch display screen, wherein the customized shoe model list comprises a plurality of customized shoe model options, and displaying a corresponding target customized shoe model according to the customized shoe model option selected by the user in response to the selection operation of the user on the customized shoe model list; scanning a target fabric provided by a user based on fabric digitalized scanning equipment to obtain a digitalized mapping of the target fabric, and acquiring sole pressure parameters of the user through a pressure sensor array; and rendering and displaying the digital map to a designated area of the target customized shoe body model, adjusting the thickness of a sole component of the target customized shoe body model based on the plantar pressure parameter, and configuring the material filling density of the sole component so as to perform shoe body customization of the current user based on the target customized shoe body model. By adopting the technical means, the digital mapping of the target fabric is collected and rendered and displayed to the target customized shoe body model, so that the personalized customization degree of shoe body customization can be improved, the shoe body customization experience of a user is improved, and the shoe body customization meets the personalized requirements of the user. And, carry out sole thickness and material packing density customization based on plantar pressure parameter, can promote the travelling comfort that the customization shoes body was worn, further optimize user's shoes body customization experience.
The customized shoe body model designing device based on the user customized information provided by the second embodiment of the application can be used for executing the customized shoe body model designing method based on the user customized information provided by the first embodiment, and has corresponding functions and beneficial effects.
Example three:
an embodiment of the present application provides an electronic device, and with reference to fig. 7, 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 may be connected by a bus or other means.
The communication module 33 is used for data transmission.
The processor implements the various functional applications of the device and the data processing by executing the software programs, instructions and modules stored in the memory, i.e., implementing the customized footwear model design method based on the user-customized information described above.
The input device 34 may be used to receive entered numeric or character information and to generate key signal inputs relating to user settings and function controls of the apparatus. 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 method for designing a customized shoe model based on the user customized information provided in the first embodiment above, and has corresponding functions and advantages.
Example four:
embodiments of the present application also provide a storage medium containing computer-executable instructions, which when executed by a computer processor, perform a method for designing a customized footwear model based on customization information, the method for designing a customized footwear model based on customization information comprising: displaying a customized shoe model list based on a touch display screen, wherein the customized shoe model list comprises a plurality of customized shoe model options, and displaying a corresponding target customized shoe model according to the customized shoe model option selected by a user in response to the selection operation of the user on the customized shoe model list; scanning a target fabric provided by a user based on fabric digitalized scanning equipment to obtain a digitalized mapping of the target fabric, and acquiring sole pressure parameters of the user through a pressure sensor array; rendering and displaying the digital map to a designated area of the target customized shoe body model, adjusting the thickness of a sole component of the target customized shoe body model based on the plantar pressure parameter, and configuring the material filling density of the sole component to perform shoe body customization of the current user based on the target customized shoe body model.
Storage medium-any of various types of memory devices or storage devices. The term "storage medium" is intended to include: mounting media such as CD-ROM, floppy disk, or tape devices; computer system memory or random access memory such as DRAM, DDR RAM, SRAM, EDO RAM, Lanbas (Rambus) RAM, etc.; non-volatile memory, such as flash memory, magnetic media (e.g., hard disk or optical storage); registers or other similar types of memory elements, etc. The storage medium may also include other types of memory or combinations thereof. In addition, the storage medium may be located in a first computer system in which the program is executed, or may be located in a different second computer system connected to the first computer system through a network (such as the internet). The second computer system may provide program instructions to the first computer for execution. The term "storage medium" may include two or more storage media residing in different locations, e.g., in different computer systems connected by a network. The storage medium may store program instructions (e.g., embodied as a computer program) that are executable by one or more processors.
Of course, the storage medium provided in the embodiments of the present application contains computer-executable instructions, which are not limited to the method for designing a customized shoe model based on customized information as described above, but can also perform related operations in the method for designing a customized shoe model based on customized information as provided in any of the embodiments of the present application.
The customized shoe body model designing device, the storage medium and the electronic device based on the customized information provided in the above embodiments may perform the customized shoe body model designing method based on the customized information provided in any embodiment of the present application, and the technical details not described in detail in the above embodiments may refer to the customized shoe body model designing method based on the customized information provided in any embodiment of the present application.
The foregoing is considered as illustrative of the preferred embodiments of the invention and the technical principles employed. The present application is not limited to the particular embodiments described herein, but is capable of various obvious changes, rearrangements and substitutions as will now become apparent to those skilled in the art without departing from the scope of the invention. Therefore, although the present application has been described in more detail with reference to the above embodiments, the present application is not limited to the above embodiments, and may include other equivalent embodiments without departing from the spirit of the present application, and the scope of the present application is determined by the scope of the claims.
Claims (10)
1. A method for designing a customized shoe model based on customized information, comprising:
displaying a customized shoe model list based on a touch display screen, wherein the customized shoe model list comprises a plurality of customized shoe model options, and displaying a corresponding target customized shoe model according to the customized shoe model option selected by a user in response to the selection operation of the user on the customized shoe model list;
scanning a target fabric provided by a user based on fabric digital scanning equipment to obtain a digital mapping of the target fabric, and acquiring sole pressure parameters of the user through a pressure sensor array;
rendering and displaying the digital map to a designated area of the target customized shoe body model, adjusting the thickness of a sole component of the target customized shoe body model based on the plantar pressure parameter, and configuring the material filling density of the sole component to perform shoe body customization of the current user based on the target customized shoe body model.
2. The method for designing a customized shoe body model based on customized information according to claim 1, wherein the step of scanning a target fabric provided by a user by the fabric digitalized scanning device to obtain a digitalized mapping of the target fabric comprises:
scanning the target fabric based on fabric digital scanning equipment to obtain corresponding material information, and generating and displaying a corresponding number of material options based on a plurality of material information under the condition that the number of the material information is multiple;
and responding to the selection operation of the user on any material option, and determining the corresponding material information as the digital map of the target fabric.
3. The method of claim 1, wherein the rendering and displaying the digitized map to the designated area of the target customized shoe body model comprises:
and responding to the touch operation of the user on the candidate area corresponding to the target customized shoe body model, determining the corresponding candidate area as the designated area, and rendering and displaying the digital map to the designated area of the target customized shoe body model.
4. The method of claim 1, wherein the adjusting the thickness of the sole component of the target customized footwear model based on the plantar pressure parameter and configuring the material packing density of the sole component comprises:
the method comprises the steps of constructing mapping relations between different parameter values of the sole pressure parameters and the thickness and material filling density of the sole component in advance, inquiring the mapping relations based on the current parameter values of the sole pressure parameters, and determining the corresponding thickness and material filling density.
5. The method of claim 1, further comprising, after said presenting the corresponding target customized footwear model:
interacting with a user through a touch display screen, acquiring shoe body configuration selection data of the target customized shoe body model, rendering and displaying the shoe body configuration selection data to a specified shoe body component of the target customized shoe body model, wherein the shoe body configuration selection data comprises color matching selection data and material selection data of the specified shoe body component.
6. The method of claim 5, wherein the step of obtaining shoe body configuration selection data for the target customized shoe body model by interacting with the user via the touch-sensitive display screen comprises:
responding to the touch operation of a user on each appointed shoe body part of the target customized shoe body model, and displaying color matching options and material options of the corresponding appointed shoe body part;
and responding to the selection operation of the user on the color matching option or the material option, and acquiring the corresponding color matching selection data and the corresponding material selection data.
7. The method of claim 5, further comprising, after said presenting the corresponding target customized footwear model:
the method comprises the steps of interacting with a user through a touch display screen, receiving a target image input by the user, identifying a main body graph of the target image, and rendering and displaying the main body graph to a target customized shoe body model.
8. A customized footwear body model designing apparatus based on user customized information, comprising:
the display module is used for displaying a customized shoe model list based on a touch display screen, the customized shoe model list comprises a plurality of customized shoe model options, and corresponding target customized shoe models are displayed according to the customized shoe model options selected by a user in response to the selection operation of the user on the customized shoe model list;
the acquisition module is used for scanning a target fabric provided by a user based on fabric digitalized scanning equipment to obtain a digitalized mapping of the target fabric and acquiring sole pressure parameters of the user through a pressure sensor array;
a design module for rendering and displaying the digitized map to a designated area of the target customized shoe model, adjusting a thickness of a sole component of the target customized shoe model based on the plantar pressure parameter, and configuring a material packing density of the sole component to perform a shoe body customization of a current user based on the target customized shoe model.
9. An electronic device, comprising:
a memory and one or more processors;
the memory to store one or more programs;
when executed by the one or more processors, cause the one or more processors to implement a method of custom shoe body model design based on user-customized information according to any of claims 1-7.
10. A storage medium containing computer-executable instructions for performing the method of custom shoe body model design based on customized information according to any one of claims 1-7 when executed by a computer processor.
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