CN115024559B - Custom shoe model design method and device based on user custom information - Google Patents
Custom shoe model design method and device based on user custom information Download PDFInfo
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Classifications
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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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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/30—Computing systems specially adapted for manufacturing
Abstract
The embodiment of the application discloses a method and a device for designing a customized shoe model based on user customized information. According to the technical scheme provided by the embodiment of the application, the target fabric provided by the user is scanned based on the fabric digital scanning equipment by displaying the corresponding target customized shoe body model, so that the digital map of the target fabric is obtained, and the plantar pressure parameters of the user are acquired 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 customize the shoe body of the current user based on the target customized shoe body model. By adopting the technical means, the shoe body customizing experience of the user can be improved, so that the shoe body customizing meets the personalized requirements of the user, and the wearing comfort of the customizing 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 model based on user customized information.
Background
Currently, in order to optimize a user's shoe purchasing experience, a shoe vending platform provides some shoe body-specific customization functions for users to customize shoe bodies online. The user selects the color matching option of the shoe body part fixing part on the customization page corresponding to the shoe money of the shoe selling platform so as to customize the favorite shoe body, thereby realizing the personalized customization effect of the customized shoe body.
However, existing shoe vending platforms typically provide a number of different color options for the user to select and then customize the shoe based on the user selected fitting color. The shoe body customizing mode is simple, the collected personalized customizing data is on one side, the personalized customizing 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 custom shoe body model design method and device based on user custom information, which comprehensively collects shoe body custom data of a user, improves the personalized custom degree of shoe body custom, improves the shoe body custom experience of the user and the wearing comfort of the custom shoe body, and solves the technical problem of how to improve the personalized degree of shoe body custom.
In a first aspect, an embodiment of the present application provides a method for designing a customized shoe body model based on user customization information, including:
Displaying a customized shoe body model list based on a touch display screen, wherein the customized shoe body model list comprises a plurality of customized shoe body model options, responding to the selection operation of a user on the customized shoe body model list, and displaying a corresponding target customized shoe body model according to the customized shoe body model options selected by the user;
scanning target fabric provided by a user based on fabric digital scanning equipment to obtain a digital map of the target fabric, and acquiring plantar 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 customize the shoe body of the current user based on the target customized shoe body model.
Further, the method is characterized in that the target fabric provided by a user is scanned by the fabric-based digital scanning device to obtain the digital map of the target fabric, and the method 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 material information is a plurality of material information;
And responding to the selection operation of any material option by a user, and determining the corresponding material information as the digital map of the target fabric.
Further, the rendering and displaying the digitized map to a designated area of the target custom shoe body model includes:
and responding to touch operation of a user on a candidate area corresponding to the target customized shoe body model, determining the corresponding candidate area as the appointed area, and rendering and displaying the digital map to the appointed area of the target customized shoe body model.
Further, the adjusting the thickness of the sole component of the target custom shoe body model based on the plantar pressure parameter and configuring the material filling density of the sole component includes:
and constructing mapping relations between different parameter values of the plantar pressure parameters and the thickness and material filling density of the sole component in advance, inquiring the mapping relations based on the parameter values of the plantar pressure parameters at present, and determining the corresponding thickness and material filling density.
Further, after the corresponding target customized shoe body model is displayed, the method further comprises the steps of:
And the shoe body configuration selection data of the target customized shoe body model are obtained through interaction between the touch display screen and a user, the shoe body configuration selection data are rendered and displayed to a designated shoe body part of the target customized shoe body model, and the shoe body configuration selection data comprise color matching selection data and material selection data of the designated shoe body part.
Further, the method is characterized in that the step of interacting with the user through the touch display screen to obtain the shoe body configuration selection data of the target customized shoe body model, including:
responding to the touch operation of a user on each appointed shoe body part of the target shoemaking body model, and displaying the color matching options and the material options of the corresponding appointed shoe body parts;
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 corresponding target customized shoe body model is displayed, the method further comprises the steps of:
and 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 model.
In a second aspect, embodiments of the present application provide a customized shoe body model design apparatus based on user customization information, including:
the display module is used for displaying a customized shoe body model list based on the touch display screen, the customized shoe body model list comprises a plurality of customized shoe body model options, responding to the selection operation of a user on the customized shoe body model list, and displaying a corresponding target customized shoe body model according to the customized shoe body model options selected by the user;
the acquisition module is used for scanning target fabric provided by a user based on fabric digital scanning equipment to obtain a digital map of the target fabric, and acquiring plantar pressure parameters of the user through the pressure sensor array;
and the design module is used for 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 customize the shoe body of the current user based on the target customized shoe body 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 is used for storing one or more programs;
the one or more programs, when executed by the one or more processors, cause the one or more processors to implement the customized shoe body model design method 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, which when executed by a computer processor, are configured to perform a custom shoe body model design method based on user-customized information as described in the first aspect.
According to the embodiment of the application, a customized shoe model list is displayed based on a touch display screen, the customized shoe model list comprises a plurality of customized shoe model options, the user is responded to select operation of the customized shoe model list, and the corresponding target customized shoe model is displayed according to the customized shoe model options selected by the user; scanning target fabric provided by a user based on fabric digital scanning equipment to obtain a digital map of the target fabric, and acquiring plantar 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 customize the shoe body of the current user based on the target customized shoe body model. By adopting the technical means, the digital map of the target fabric is collected and rendered and displayed to the target customized shoe model, so that the personalized customization degree of shoe customization can be improved, the shoe customization experience of a user is improved, and the shoe customization meets the personalized requirements of the user. And, based on sole pressure parameter carries out sole thickness and material packing density customization, can promote the travelling comfort that the customized shoe body was worn, further optimize user's shoe body customization and experience.
Drawings
FIG. 1 is a flow chart of a method for customizing a shoe body model design based on user customization information provided in accordance with a first embodiment of the present application;
FIG. 2 is a schematic diagram of a custom shoe body model design system according to one embodiment of the present application;
FIG. 3 is a schematic view of information collection of a custom shoe body model design system according to an embodiment of the present application;
FIG. 4 is a schematic diagram of pressure information collection of a designated location point in a first embodiment of the present application;
FIG. 5 is a flowchart of the generation of a digitized map in accordance with an embodiment of the present application;
fig. 6 is a schematic structural diagram of a custom shoe body model design device based on custom information according to a second embodiment of the present application;
fig. 7 is a schematic diagram of a mechanism of an electronic device according to a third embodiment of the present application.
Detailed Description
For the purpose of making the objects, technical solutions and advantages of the present application more apparent, the following detailed description of specific embodiments thereof is given with reference to the accompanying drawings. It is to be understood that the specific embodiments described herein are merely illustrative of the application and not limiting thereof. It should be further noted that, for convenience of description, only some, but not all of the matters related to the present application are shown in the accompanying drawings. Before discussing exemplary embodiments in more detail, it should be mentioned that some exemplary embodiments are described as processes or methods depicted as flowcharts. Although a flowchart depicts operations (or steps) as a sequential process, many of the operations can be performed in parallel, concurrently, or at the same time. Furthermore, the order of the operations may be rearranged. The process may be terminated when its operations are completed, but may have additional steps not included in the figures. The processes may correspond to methods, functions, procedures, subroutines, and the like.
Embodiment one:
fig. 1 is a flowchart of a customized information-based customized shoe body model design method according to an embodiment of the present application, where the customized information-based customized shoe body model design method according to the embodiment may be executed by a customized information-based customized shoe body model design device, and the customized information-based customized shoe body model design device may be implemented in a software and/or hardware manner, and the customized information-based customized shoe body model design device may be formed by two or more physical entities or may be formed by one physical entity. In general, the custom shoe body model design device based on the user-customized information may be an interactive terminal of the custom shoe body model design system.
The following description will be made taking an interactive terminal of a custom shoe body model design system as an example of a main body for executing a custom shoe body model design method based on user customization information. Referring to fig. 1, the method for designing a customized shoe body model based on user customization information specifically includes:
s110, displaying a customized shoe body model list based on a touch display screen, wherein the customized shoe body model list comprises a plurality of customized shoe body model options, responding to the selection operation of a user on the customized shoe body model list, and displaying a corresponding target customized shoe body model according to the customized shoe body model option selected by the user;
S120, scanning target fabric provided by a user based on fabric digital scanning equipment to obtain a digital map of the target fabric, and acquiring plantar pressure parameters of the user through a pressure sensor array;
and 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 plantar 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 combining the customized shoe body model, the pressure sensor array and the fabric digital scanning equipment to collect customized information of the user shoe body, so that the customized shoe body model of the user is designed, the design of the shoe body meets the personalized design requirement 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 custom shoe body model design system according to an embodiment of the present application is provided, as shown in fig. 2, the custom shoe body model design system includes a test bench 11, an interaction terminal 12, a pressure sensor array 13 disposed at the bottom of the test bench, a placement bench 15 for placing a target fabric, and a fabric digital scanning device 14 disposed corresponding to the placement bench 15.
The fabric digital scanning device 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 the user under the condition that the user stands on the test board, collecting sole pressure parameters of each appointed position point, and reporting the sole pressure parameters to the interaction terminal; the fabric digital scanning equipment is used for scanning the target fabric placed on the placing table, converting the material information of the target fabric into a digital map, and reporting the digital map to the interaction terminal; the interaction terminal is used for receiving plantar pressure parameters and the digital map, interacting with a user through the touch display screen, and displaying a corresponding target customized shoe model according to the customized shoe model options selected by the user. And adjusting the thickness of the sole component of the target shoemaking 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 that the design of the target customized shoe body model is performed, and the fabric and sole design meets the personalized requirements of users. Based on the target customized shoe body model, the shoe body of the current user is customized, so that the customized shoe body can meet the requirements of the user, and the shoe body customization experience is improved.
The custom shoe body model design system is provided to perform custom shoe body model design for a user. When a user performs shoe customization, the user obtains relevant shoe customization information through each module of the customized shoe model design system. And the user performs man-machine interaction with the interaction terminal through a display screen of the touch interaction terminal. The interactive terminal provides a shoe body customizing platform login interface, and a user logs in the shoe body customizing platform by inputting user account information, so that the acquisition of the user account information is completed.
And then, the interactive terminal displays a shoe body customization platform to provide a customized shoe body model list customized by the user, wherein the list comprises customized shoe body model options of various shoe body styles which can be provided with customization services by the platform for the user to select. After a user selects a shoe customization shoe model option which needs to be customized, the interactive terminal displays a customization shoe model corresponding to the customization shoe model option, and the model is defined as a target customization shoe model. By displaying the customized shoe body model, a user can view the basic structure and the appearance of the shoe body style to be customized, so that a better shoe body customization experience is realized.
Further, based on the target customized shoe body model, the embodiment of the application interacts with a user through the touch display screen to obtain shoe body configuration selection data of the target customized shoe body model, the shoe body configuration selection data is rendered and displayed to a designated shoe body part of the target customized shoe body model, and the shoe body configuration selection data comprises color matching selection data and material selection data of the designated shoe body part.
The color matching and material selection of the specified shoe body parts of the shoe body to be customized are provided, so that the color matching and material design of the target shoe body model is performed, the target shoe body model constructed according to the color matching and material design is realized, the shoe body customization experience of a user can be optimized, and the color matching and material of the customized shoe body can meet the personalized requirements of the user.
Specifically, when configuring shoe body configuration selection data, a user displays the target customized shoe body model through an interactive terminal, and responds to touch operation of the user on each appointed shoe body part of the target customized shoe body model, and displays 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.
The interactive terminal is used for displaying a target customized shoe body model with color matching and materials to be set, and the target customized shoe body model is formed by combining a plurality of parts. When the color matching setting of the target shoemaking body model is performed, the components of the target shoemaking body model, such as the vamp, shoelace, tongue, midsole, outsole, etc., are first determined, and these components are defined as the designated shoe body components. The user can select the corresponding color matching options and material options by clicking the designated shoe body part, so that the setting of the shoe body configuration selection data is completed. For example, the user clicks the vamp of the target shoemaking body model, at this time pops up the color matching option and the material option of the vamp, 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 collection of the shoe body configuration selection data is completed. And then the shoe body configuration selection data collected by the user are rendered and displayed to a target customized shoe body model, and then in the process of customizing the shoe body, appointed parts of the material customized shoe body with corresponding materials can be selected according to the target customized shoe body model, and corresponding color matching is set, so that the personalized customization effect of the shoe body is further optimized.
Optionally, the interaction terminal is further configured to interact with a user through the touch display screen, receive a target image input by the user, identify a main body graphic of the target image, and render and display the main body graphic to the target customized shoe model for customizing the shoe body of the current user.
A user inputs an image on the interactive terminal, defines the image as a target image, acquires a main body figure by using figure information provided in the target image, and can draw the figure on formulated parts such as shoe uppers, insoles and the like in a printing, knitting, offset printing and other modes when the shoe body is customized later by storing the main body figure, so that the customization effect of the shoe body is further optimized.
Illustratively, the user obtains the body graphic by inputting a target image (e.g., a cartoon image) and using the associated graphic provided by the target image to perform the graphic design of the current shoe body. Before that, when a user sees a favorite thing or an image, the user can provide a subject figure by shooting a target image or downloading and capturing a corresponding target image, that is, the target image. When the shoe body is customized, the target image is input into the interactive terminal of the embodiment of the application, and the main body figure is detected and identified through the target image, so that the figure customization of the shoe body is performed through the main body figure detected and identified.
Before that, an object detection model needs to be built in advance to detect and identify the subject pattern. In order to train the target detection model of the main body graph, image information containing various main body graphs is collected to serve as a training data set, and then rectangular frames of the main body graph are manually marked one by one from the image information to serve as marking data. The neural network structure and the loss function of the target detection model of the body graph are further designed, and the network parameters of the target detection model of the body graph are trained by using the labeling 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 target detection model such as YOLOv5, and the specific detection model is not limited in a fixed manner in the embodiment of the present application, and will not be described in detail herein.
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 after 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 model so as to enable a user to view the shoe customization effect. It can be understood that the rendering display effect of the main body graph can be conveniently checked by a user through rendering and displaying the main body graph to the appointed part of the to-be-customized target shoemaking body model, the customizing effect of the shoe body can be optimized, and the personalized customizing experience of the shoe body is improved.
On the other hand, as shown in fig. 3, in the embodiment of the present application, plantar pressure parameters of each designated position point of the plantar of the user are collected through the pressure sensor array, and the digital map of the target fabric provided by the user is collected through the fabric digital scanning device, so that the collected information is uploaded to the interactive terminal for further processing.
Illustratively, when the user stands on the test stand, the array of pressure sensors under the user's foot triggers the acquisition of plantar pressure parameters for each of the current user's designated location points. After a user places a target fabric (such as cloth, leather, shoes and other objects with fabric materials) on the placing table, the fabric digital scanning equipment can be driven to start collecting the digital mapping of the current target fabric.
And then according to the plantar pressure parameter that gathers, adjust the target shoemaking body model to with the appointed region of the customized shoes body model of digital map rendering display, with this design of accomplishing target shoemaking body model, make the design of target customized shoes body model accord with user's individualized demand, accord with user's demand on shoes body outward appearance and sole design, promote shoes body customization and wearing experience.
When the plantar pressure parameters are acquired, a user stands on the pressure sensor array, and the pressure sensor array determines the pressure parameters of all the position points 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 position points are positioned to the appointed position points of the soles of the users, and then the sole pressure parameters of the appointed position points are determined. For example, as shown in fig. 4, the pressure parameters of the left heel center A1, the front sole center A2, and the right heel center B1, the front sole center B2 are determined as the sole pressure parameters of the specified position points according to the acquired pressure parameter distribution and the values of the pressure parameters of the respective position points. According to the distribution condition of the pressure parameters, the plantar outline of the user can be determined, then the point with the largest pressure parameter is selected in the front half part of the plantar outline and is used as the center of the front sole, and the point with the largest pressure parameter is selected in the rear half part and is used as the center of the heel, so that the calibration of the designated position point is completed. It will be appreciated that a person standing on the pressure sensor array will have a forefoot center producing a greater pressure parameter than the rest of the surrounding area and a heel center producing a greater pressure parameter than the rest of the surrounding area. Based on the characteristics, the plantar pressure parameters of the appointed position points are determined according to the acquired pressure parameter distribution condition and the values of the pressure parameters of the position points.
In practical application, the pressure parameter collected by the pressure sensor array and the corresponding coordinate information 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 model is trained by collecting pressure parameters of various coordinates of the soles of different users in advance and marking the coordinates of the designated position points, so that the detection model can output the coordinates of the designated position points according to the pressure parameters of various coordinates of the soles, and the detection of the designated position points is completed. In addition, the selected types and the number of the designated location points can also be adaptively set, and the specific designated location points are not fixedly limited in the embodiment of the present application, and the actual shoe customization needs are subject to no redundant description herein.
It will be appreciated that in general, the greater the weight of the user, the greater the plantar pressure parameters they collect. In addition, for users with larger weight, the soles with larger thickness are required to be arranged adaptively, the elasticity of the sole filling material is improved, and the corresponding material filling density is adjusted. Similarly, for users with less weight, a sole of relatively small thickness, a relatively low sole elasticity parameter and a corresponding material packing density adjustment may be provided. Therefore, the design of the sole can be ensured to meet the self requirements of users, and the customization effect of the shoe body is optimized. Based on the characteristics, the embodiment of the application improves the wearing comfort of the customized shoe body by collecting the pressure parameters of each appointed position point of the sole of the user so as to be used for configuring the thickness and the material filling density of the target shoe body model.
And then, based on the target customized shoe body model, positioning each appointed position point, and then, based on the acquired plantar pressure information of each appointed position point, performing thickness adjustment and material filling density configuration of an associated area of each appointed position point. In sole configuration based on plantar pressure information, the associated area of each designated location point is first determined. It will be appreciated that it is difficult to achieve the desired custom effect by merely adjusting the sole parameters at the specified location points, and that it is necessary to determine an associated region centered at the specified location points and adjust the entire associated region. For example, when the associated area of the heel center is adjusted according to the plantar pressure parameter, the entire associated area corresponding to the heel center on the target customized shoe body model is adjusted. In order to avoid a large fall between the relevant parameters of the relevant region and other regions of other soles, the relevant parameters of the relevant region are adjusted in a gradual parameter change manner from the pointing position point to the other regions, and the parameter values of the relevant region are closer to the other regions when the relevant region is closer to the other regions. Therefore, larger parameter fall in different areas of the sole can be avoided, and wearing comfort is guaranteed.
Based on the located associated region, a corresponding thickness and material packing density may be configured for the associated region according to the plantar pressure parameter. It can be appreciated that by setting the thickness and the material filling density of the sole in the relevant area, the embodiment of the application can ensure that the thickness and the material filling density of the sole are suitable for the wearing requirements of users with different weights. Generally, a user with a larger body weight, which corresponds to a relatively larger acquired plantar pressure parameter, can adaptively set a larger thickness and material packing density at the associated area. On the contrary, for the user with smaller weight, the corresponding acquired plantar pressure parameter is relatively smaller, and the related area can be adaptively set with smaller thickness and material filling density.
Based on the characteristics, the embodiment of the application constructs the 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 parameter value of the current plantar pressure parameter, and determining the corresponding thickness parameter and the corresponding material filling density.
According to the embodiment of the application, the mapping relation between the foot pressure parameter and the corresponding thickness parameter and the material filling density is set, so that the corresponding thickness parameter and material filling density of the sole component can be determined according to the parameter value of the sole pressure parameter. Therefore, the exclusive customizing 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 acquired, shooting is carried out by the fabric digital scanning equipment corresponding to the target fabric provided by the user. The scanning visual angle of the fabric digital scanning device is fixed, the corresponding placing table is arranged, and when a user places a target fabric on the testing table, the interactive terminal can drive the fabric digital scanning device to collect the digital map of the fabric digital scanning device. In order to ensure complete collection of the digital map, the fabric digital scanning device can be composed of a plurality of cameras, and different cameras can obtain the complete digital map by scanning corresponding areas of the target fabric.
The fabric digital scanning device comprises: the fabric digital scanning module is used for acquiring a target fabric image and uploading the target fabric image to the fabric digital scanning data processing module for data processing so as to generate a digital map of the fabric; the fabric digital scanning control module is used for controlling the on-off of a light source of the fabric digital scanning module and the shooting of a camera so as to complete the collection and uploading of fabric images; the fabric digital scanning data processing module is used for calculating and processing the fabric image uploaded by the fabric digital scanning module based on a deep learning method so as to output a digital map of the target fabric; and the fabric digital scanning effect correction and correction module is used for correcting and correcting the digital map output by the fabric digital scanning data processing module so as to ensure the accuracy of an output result.
The fabric digital scanning module is integrated with a camera, the camera is a high-resolution industrial camera, and the camera is arranged 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 photographing environment with shading all around so as to optimize photographing effect. The working distance of the camera is 225mm, and the camera is in communication connection with the fabric digital scanning data processing module, and the camera uploads a target fabric image obtained by shooting to the fabric digital scanning data processing module; the area light source is arranged at the bottom of the fabric and is composed of square LED arrays, the diffuse reflection plate is arranged on the surface of the area light source and used for guaranteeing uniformity of the light source, meanwhile, the irradiation area of the area light source is larger than the visual range of a camera, the area light source is in communication connection with the fabric digital scanning control module, the color of the area light source illuminated from the back of the fabric can be changed, and red light and blue light can be emitted by the area light source.
When the fabric digital scanning control module shoots an image, firstly controlling the lighting area light source to emit blue light, simultaneously controlling the camera to shoot the image, then switching the area light source to emit red light, and then controlling the camera to shoot the image to respectively obtain transmission images of the area light sources with the two colors from the bottom; the target fabric is placed in the view range of the camera, different LED light sources in the shooting environment are controlled to be lightened, and the camera is controlled to shoot images at the same time, so that an image set of the target fabric under the illumination of different LED light sources is obtained; controlling to turn off all the LED light sources, lighting the surface light source at the bottom, controlling the surface light source to emit blue light, shooting an image, switching the surface light source to emit red light, shooting the image, and respectively obtaining target fabric transmission images of the two colors;
And uploading all the obtained images serving as target images to a fabric digital scanning data processing module for processing calculation. At this time, the digitalized scanning process is performed on the corresponding fabric, so that the main body graph in the target image includes the whole fabric. If the material information of a part of the main body graph of the whole object to be scanned is acquired, all the obtained images are 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 used as an image set and uploaded to a fabric digital scanning data processing module for processing calculation.
The fabric digital scanning data processing module performs white balance correction on the image set of the target fabric under the illumination of different LED light sources during processing and calculation so as to reduce the influence of chromatic aberration of a camera; calculating the average brightness of the image set subjected to white balance, comparing the average brightness with standard brightness, and correcting the brightness of the image set, so that the image brightness change caused by inconsistent LED light source intensity is reduced; the standard brightness is preset before the fabric is digitally scanned, so that all images are normalized to the standard brightness, the phenomenon of inconsistent image brightness caused by factors of a camera, a light source and the like is avoided, and the scanning stability is ensured; calculating a fabric digital map, and training a deep learning network by taking the fabric digital map and a camera shooting image corresponding to the fabric digital map as a training sample; when the target fabric is scanned, taking the image set subjected to white balance correction and brightness correction as the input of a deep learning network, so as to generate a digital map of the target fabric; and taking the transmission image of the target fabric as a foreground image, taking the transmission images of the surface light sources with different colors, which are illuminated 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 digital scanning effect checking and correcting module is integrated with fabric checking image fabric digital scanning equipment, a 3D rendering engine, a fabric attribute map editing module and a fabric tetragonal continuous editing module, wherein: the fabric check image fabric digital scanning device is used for shooting the fabric placed in the standard lamp box with stable illumination, and correcting the image of the fabric in the lamp box environment obtained by shooting to obtain a standard fabric check image;
the 3D rendering engine is used for simulating the internal environment of the standard lamp box and the digital map of the input fabric and rendering the measuring effect; the fabric attribute map editing module is used for finely adjusting each piece of digital map of the fabric, and simultaneously uploading the fine adjustment result to the 3D rendering engine in real time for rendering until the 3D rendering result is consistent with the fabric correction image; and the fabric square continuous editing module is used for cutting and edge processing the digital map of the fabric, so that the digital map of the fabric can realize seamless splicing and seamless sense of a 3D rendering result.
Based on the fabric digital scanning equipment, digital maps of different fabrics can be obtained. And (3) scanning the corresponding fabric by using the fabric digital scanning equipment according to the target fabric used as required, namely waiting for the corresponding fabric digital map, and rendering and displaying the fabric digital map on a designated area of the target customized shoe body model. Different from the mode of selecting material options to configure material data of corresponding shoe body parts, the method and the device can generate a digital map by scanning target fabrics and render and display the digital map to a designated area of a target customized shoe body model, and can apply various fabrics liked by a user to the target shoemaking body model, and not only apply the material data prepared by a system to the target shoemaking body model, so that the diversity and flexibility of the material design of the target shoemaking body model are improved, and the design effect of the target shoemaking body model is optimized.
Optionally, referring to fig. 5, in determining the digitized map of the target fabric, further includes:
s1201, 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 material information is a plurality of material information;
s1202, responding to the selection operation of any material option by a user, and determining the corresponding material information as a digital map of the target fabric.
For the situation that the target fabric contains multiple materials, according 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 user can select the material options on the touch display screen of the interactive terminal. And further, according to a material option selected by the user, determining corresponding material information to generate a digital map of the target fabric. Thereby further improving the flexibility of target fabric collection.
It should be noted that, when the digitized map rendering of the target fabric is displayed to the designated area of the target customized shoe body model, in the embodiment of the present application, by responding to the touch operation of the user on the candidate area corresponding to the target customized shoe body model, the corresponding candidate area is determined to be the designated area, and the digitized map rendering is displayed to the designated area of the target customized shoe body model. It can be appreciated that, in the embodiment of the present application, the candidate areas are divided in advance corresponding to different areas of the shoe body to be customized, so as to facilitate the subsequent rendering and display of the digital map. For example, vamp areas are divided in advance, and a subsequent user selects the vamp areas to render and display the digital map, so that the user can see the effect of applying the target fabric 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 design of the target shoemaking body model is completed, a user can customize the target shoemaking body model as a reference when customizing the shoemaking body, and customize the shoemaking body meeting the personalized requirements of the user. It can be appreciated that the target customized shoe body model integrates the color matching, the materials and the graphic design which are liked by the user, so that the appearance of the shoe body can meet the personal design requirement of the user. In addition, the thickness and the material filling density of the sole component are configured according to the plantar pressure parameters of the user, so that the wearing comfort of the user can be improved, and the shoe body customizing experience of the user can be further optimized.
The method comprises the steps that a customized shoe model list is displayed based on a touch display screen, the customized shoe model list comprises a plurality of customized shoe model options, the user is responded to select operation of the customized shoe model list, and corresponding target customized shoe models are displayed according to the customized shoe model options selected by the user; scanning target fabric provided by a user based on fabric digital scanning equipment to obtain a digital map of the target fabric, and acquiring plantar 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 customize the shoe body of the current user based on the target customized shoe body model. By adopting the technical means, the digital map of the target fabric is collected and rendered and displayed to the target customized shoe model, so that the personalized customization degree of shoe customization can be improved, the shoe customization experience of a user is improved, and the shoe customization meets the personalized requirements of the user. And, based on sole pressure parameter carries out sole thickness and material packing density customization, can promote the travelling comfort that the customized shoe body was worn, further optimize user's shoe body customization and experience.
Embodiment two:
on the basis of the above embodiment, fig. 6 is a schematic structural diagram of a custom shoe model design device based on custom information according to the second embodiment of the present application. Referring to fig. 6, the customized shoe model design apparatus based on user customization information provided in this embodiment specifically includes: a display 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 a touch display screen, where the customized shoe model list includes a plurality of customized shoe model options, and respond to a selection operation of the customized shoe model list by a user, and display a corresponding target customized shoe model according to the customized shoe model option selected by the user;
the acquisition module 22 is used for scanning target fabric provided by a user based on fabric digital scanning equipment to obtain a digital map of the target fabric, and acquiring plantar pressure parameters of the user through the 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 body model, adjust a thickness of a sole component of the target customized shoe body model based on the plantar pressure parameter, and configure a material packing density of the sole component to perform shoe body customization of a current user based on the target customized shoe body model.
Specifically, the acquisition module 22 scans the target fabric based on the fabric digital scanning device, acquires corresponding material information, and generates and displays a corresponding number of material options based on a plurality of material information when the material information is a plurality of material information; and responding to the selection operation of any material option by a user, and determining the corresponding material information as the digital map of the target fabric.
Specifically, the design module 23 determines, in response to a touch operation performed by a user on a candidate region corresponding to the target customized shoe body model, that the corresponding candidate region is the specified region, and renders and displays the digitized map to the specified region of the target customized shoe body model.
Specifically, the design module 23 also constructs in advance a mapping relationship between different parameter values of the plantar pressure parameter and the thickness and the material filling density of the sole component, queries the mapping relationship based on the parameter value of the plantar pressure parameter at present, and determines the corresponding thickness and the 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 designated shoe part of the target customized shoe model, where the shoe configuration selection data includes color selection data and material selection data of the designated shoe part. Wherein, in response to the touch operation of the user on each appointed shoe body part of the target shoemaking body model, the color matching options and the material options of the corresponding appointed shoe body parts are displayed; 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 further 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.
The method comprises the steps that a customized shoe model list is displayed based on a touch display screen, the customized shoe model list comprises a plurality of customized shoe model options, the user is responded to select operation of the customized shoe model list, and corresponding target customized shoe models are displayed according to the customized shoe model options selected by the user; scanning target fabric provided by a user based on fabric digital scanning equipment to obtain a digital map of the target fabric, and acquiring plantar 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 customize the shoe body of the current user based on the target customized shoe body model. By adopting the technical means, the digital map of the target fabric is collected and rendered and displayed to the target customized shoe model, so that the personalized customization degree of shoe customization can be improved, the shoe customization experience of a user is improved, and the shoe customization meets the personalized requirements of the user. And, based on sole pressure parameter carries out sole thickness and material packing density customization, can promote the travelling comfort that the customized shoe body was worn, further optimize user's shoe body customization and experience.
The customized shoe body model design device based on the customized information provided in the second embodiment of the present application may be used to execute the customized shoe body model design method based on the customized information provided in the first embodiment, and has corresponding functions and beneficial effects.
Embodiment III:
an electronic device according to a third embodiment of the present application, referring to fig. 7, includes: processor 31, memory 32, communication module 33, input device 34 and 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 memory 32 is used as a computer readable storage medium for storing software programs, computer executable programs and modules, such as program instructions/modules corresponding to the custom shoe body model design method based on custom information according to any embodiment of the present application (e.g., a presentation module, an acquisition module and a design module in the custom shoe body model design device based on custom information). The memory may mainly include a memory program area and a memory data area, wherein the memory program area may store an operating system, at least one application program required for a function; the storage data area may store data created according to the use of the device, etc. 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 device. In some examples, the memory may further include memory remotely located with respect to the processor, the remote memory being connectable to the device through a network. Examples of such 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 executes various functional applications and data processing of the device by running software programs, instructions and modules stored in the memory, namely, the method for designing the customized shoe model based on the user customized information is realized.
The input means 34 may be used to receive entered numeric or character information and to generate key signal inputs related to user settings and function control of the device. The output means 35 may comprise a display device such as a display screen.
The electronic device provided by the above-mentioned embodiment can be used for executing the customized shoe model design method based on the customized information provided by the above-mentioned embodiment, and has corresponding functions and beneficial effects.
Embodiment four:
embodiments of the present application also provide a storage medium containing computer-executable instructions, which when executed by a computer processor, are configured to perform a custom shoe body model design method based on user-customized information, the custom shoe body model design method based on user-customized information comprising: displaying a customized shoe body model list based on a touch display screen, wherein the customized shoe body model list comprises a plurality of customized shoe body model options, responding to the selection operation of a user on the customized shoe body model list, and displaying a corresponding target customized shoe body model according to the customized shoe body model options selected by the user; scanning target fabric provided by a user based on fabric digital scanning equipment to obtain a digital map of the target fabric, and acquiring plantar 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 customize the shoe body of the current user based on the target customized shoe body model.
Storage media-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.; nonvolatile 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 second, different 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) executable by one or more processors.
Of course, the storage medium containing the computer executable instructions provided in the embodiments of the present application is not limited to the customized shoe body model design method based on the user customization information, and may also perform the relevant operations in the customized shoe body model design method based on the user customization information provided in any embodiment of the present application.
The custom shoe body model design device based on the custom information, the storage medium and the electronic device provided in the above embodiments may execute the custom shoe body model design method based on the custom information provided in any embodiment of the present application, and technical details not described in detail in the above embodiments may be referred to the custom shoe body model design method based on the custom information provided in any embodiment of the present application.
The foregoing description is only of the preferred embodiments of the present application and the technical principles employed. The present application is not limited to the specific embodiments described herein, but is capable of numerous obvious changes, rearrangements and substitutions as will now become apparent to those skilled in the art without departing from the scope of the present application. Therefore, while the present application has been described in connection with the above embodiments, the present application is not limited to the above embodiments, but may include many 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 (6)
1. A method for customizing a shoe body model design based on user customization information, comprising:
displaying a customized shoe body model list based on a touch display screen, wherein the customized shoe body model list comprises a plurality of customized shoe body model options, responding to the selection operation of a user on the customized shoe body model list, and displaying a corresponding target customized shoe body model according to the customized shoe body model options selected by the user;
scanning target fabric provided by a user based on fabric digital scanning equipment to obtain a digital map of the target fabric, and acquiring plantar 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 so as to customize the shoe body of the current user based on the target customized shoe body model;
the adjusting the thickness of the sole component of the target custom shoe body model based on the plantar pressure parameter and configuring the material filling density of the sole component comprises:
Determining associated areas of the sole component corresponding to all designated position points, centering on the designated position points, and adjusting the thickness and the material filling density of all positions of the associated areas in a parameter gradual change mode based on the plantar pressure parameters;
after the corresponding target customized shoe body model is displayed, the method further comprises the following steps:
the method comprises the steps of interacting with a user through a touch display screen, obtaining shoe body configuration selection data of a target customized shoe body model, rendering and displaying the shoe body configuration selection data to a designated 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 designated shoe body part;
the step of obtaining shoe configuration selection data of the target customized shoe model through interaction between the touch display screen and a user comprises the following steps:
responding to the touch operation of a user on each appointed shoe body part of the target shoemaking body model, and displaying the color matching options and the material options of the corresponding appointed shoe body parts;
responding to the selection operation of the user on the color matching option or the material option, and acquiring corresponding color matching selection data and material selection data;
The method for obtaining the digital map of the target fabric based on 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 material information is a plurality of material information;
responding to the selection operation of a user on any material option, and determining the corresponding material information as a digital map of the target fabric;
the fabric digital scanning device comprises a fabric digital scanning module, a fabric digital scanning module and a fabric digital processing module, wherein the fabric digital scanning module is used for acquiring an image of a fabric to be detected and uploading the image to the fabric digital scanning data processing module for data processing so as to generate a digital map of the fabric; the fabric digital scanning control module is used for controlling the on-off of a light source of the fabric digital scanning module and the shooting of a camera so as to complete the collection and uploading of fabric images; the fabric digital scanning data processing module is used for calculating and processing the fabric image uploaded by the fabric digital scanning module based on a deep learning method so as to output a digital map of the fabric to be detected; the fabric digital scanning effect checking and correcting module is used for checking and correcting the digital map output by the fabric digital scanning data processing module;
The rendering of the digitized map to a designated area of the target custom shoe model includes:
and responding to touch operation of a user on a candidate area corresponding to the target customized shoe body model, determining the corresponding candidate area as the appointed area, and rendering and displaying the digital map to the appointed area of the target customized shoe body model.
2. The method of custom shoe body model design based on custom information according to claim 1, wherein said adjusting the thickness of the sole component of the target custom shoe body model based on the plantar pressure parameter and configuring the material packing density of the sole component comprises:
and constructing mapping relations between different parameter values of the plantar pressure parameters and the thickness and material filling density of the sole component in advance, inquiring the mapping relations based on the parameter values of the plantar pressure parameters at present, and determining the corresponding thickness and material filling density.
3. The method for designing a customized shoe body model based on user-customized information according to claim 1, further comprising, after the displaying the corresponding target customized shoe body model:
And 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 model.
4. A custom shoe body model design device based on custom information, comprising:
the display module is used for displaying a customized shoe body model list based on the touch display screen, the customized shoe body model list comprises a plurality of customized shoe body model options, responding to the selection operation of a user on the customized shoe body model list, and displaying a corresponding target customized shoe body model according to the customized shoe body model options selected by the user;
the acquisition module is used for scanning target fabric provided by a user based on fabric digital scanning equipment to obtain a digital map of the target fabric, and acquiring plantar pressure parameters of the user through the pressure sensor array;
the design module is used for 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 customize the shoe body of the current user based on the target customized shoe body model;
After the corresponding target customized shoe body model is displayed, the method further comprises the following steps:
the method comprises the steps of interacting with a user through a touch display screen, obtaining shoe body configuration selection data of a target customized shoe body model, rendering and displaying the shoe body configuration selection data to a designated 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 designated shoe body part;
the step of obtaining shoe configuration selection data of the target customized shoe model through interaction between the touch display screen and a user comprises the following steps:
responding to the touch operation of a user on each appointed shoe body part of the target shoemaking body model, and displaying the color matching options and the material options of the corresponding appointed shoe body parts;
responding to the selection operation of the user on the color matching option or the material option, and acquiring corresponding color matching selection data and material selection data;
the method for obtaining the digital map of the target fabric based on 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 material information is a plurality of material information;
Responding to the selection operation of a user on any material option, and determining the corresponding material information as a digital map of the target fabric;
the fabric digital scanning device comprises a fabric digital scanning module, a fabric digital scanning module and a fabric digital processing module, wherein the fabric digital scanning module is used for acquiring an image of a fabric to be detected and uploading the image to the fabric digital scanning data processing module for data processing so as to generate a digital map of the fabric; the fabric digital scanning control module is used for controlling the on-off of a light source of the fabric digital scanning module and the shooting of a camera so as to complete the collection and uploading of fabric images; the fabric digital scanning data processing module is used for calculating and processing the fabric image uploaded by the fabric digital scanning module based on a deep learning method so as to output a digital map of the fabric to be detected; the fabric digital scanning effect checking and correcting module is used for checking and correcting the digital map output by the fabric digital scanning data processing module;
the rendering of the digitized map to a designated area of the target custom shoe model includes:
and responding to touch operation of a user on a candidate area corresponding to the target customized shoe body model, determining the corresponding candidate area as the appointed area, and rendering and displaying the digital map to the appointed area of the target customized shoe body model.
5. An electronic device, comprising:
a memory and one or more processors;
the memory is used for storing one or more programs;
the one or more programs, when executed by the one or more processors, cause the one or more processors to implement the custom shoe body model design method based on user customization information as recited in any one of claims 1-3.
6. A storage medium containing computer executable instructions which, when executed by a computer processor, are for performing the custom shoe body model design method based on user-customized information as claimed in any one of claims 1-3.
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| CN115357958A (en) * | 2022-10-20 | 2022-11-18 | 广东时谛智能科技有限公司 | Image-based shoe body design data matching method, device, equipment and medium |
| CN115795967B (en) * | 2022-12-06 | 2023-07-21 | 海南师范大学 | Customized sole design method based on bionic metamaterial and data driving |
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| CN113596278A (en) * | 2021-08-03 | 2021-11-02 | 广东时谛智能科技有限公司 | System, method, medium and equipment for digitalized rapid scanning of fabric |
| CN114155328A (en) * | 2021-11-10 | 2022-03-08 | 广东时谛智能科技有限公司 | Shoe body exclusive customization method and device based on graphic elements and color matching data |
| CN114399615A (en) * | 2021-12-24 | 2022-04-26 | 广东时谛智能科技有限公司 | Efficient shoe color matching setting method and device based on three-dimensional model |
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