Garment creative design system based on digitization

Abstract

The invention relates to the technical field of computer aided design, and discloses a garment creative design system based on digitization. Comprising an intelligent scanning unit, a database element selection unit, a creativity modification unit, a creativity scoring unit, a data acquisition unit, a data transmission unit, a data storage unit, a data processing unit, an abnormity alarm unit and a delivery client unit. According to the method, score information data of elastic modulus, friction coefficient, air permeability, moisture absorption rate, surface area, quality, tensile deformation length, maximum bearing tension, pixel value, tensile strength and score in the costume design process are collected, and the collected data are analyzed, so that the costume design quality is comprehensively evaluated. And the low-quality costume design scheme is alarmed and prompted, so that a designer can carry out re-design in time, and the low-quality costume design scheme is effectively prevented from being delivered to a client, so that the credibility of the client is reduced.

Description

Technical Field

[0001] The invention relates to the technical field of computer-aided design, and more specifically discloses a digital-based clothing creative design system. Background Art

[0002] Fashion design belongs to the category of arts and crafts. It is an art form that combines practicality and artistry. Design means planning, conception, and setting up plans. It also contains the meaning of imagery, drawing, and modeling. The definition of fashion design is a creative plan and creative behavior to solve various problems in people's clothing life system. At present, with the development of the times and the progress of society, people have higher and higher requirements for clothing. They all hope to wear high-quality, personalized clothing that conforms to their personal appearance and can improve their temperament. However, the traditional clothing design system can only design clothing for users through a single design mode (such as splicing and combining existing elements only). It does not have the ability to analyze the comfort, creativity, and design score of clothing design, and thus cannot guarantee the comfort, creativity, and design score quality of clothing design. Low-quality clothing design solutions delivered to customers will reduce customer trust and easily damage the industry reputation of design companies. Summary of the invention

[0003] The present invention mainly provides a digital-based clothing creative design system, which can solve the problem that the traditional clothing design system can only design clothing for users through a single design mode (such as only splicing and combining existing elements), but does not have the ability to analyze the comfort, creativity and design score of the clothing design, and thus cannot guarantee the comfort, creativity and design score quality of the clothing design. Low-quality clothing design solutions delivered to customers will reduce customer trust, and thus easily damage the industry reputation of the design company.

[0004] To solve the above technical problems, according to one aspect of the present invention, more specifically, a digital clothing creative design system includes: an intelligent scanning unit, a database element selection unit, a creative modification unit, a creative scoring unit, a data acquisition unit, a data transmission unit, a data storage unit, a data processing unit, an abnormal alarm unit and a customer delivery unit, wherein;

[0005] Intelligent scanning unit: used to scan the customer's body and obtain the customer's height, arm length, leg length, shoulder width, chest circumference, and waist circumference information data;

[0006] Database element selection unit: used to select tops, bottoms, colors, patterns and fabric material elements required for clothing design from a large database;

[0007] Creative modification unit: used to creatively modify the clothing design elements selected by the database element selection unit;

[0008] Creative scoring unit: used to score clothing designs by forming a design scoring group;

[0009] Data acquisition unit: used to collect data generated by clothing design in real time;

[0010] Data transmission unit: used for real-time transmission of information data collected by the data collection unit;

[0011] Data storage unit: used to store the information data transmitted in real time by the data transmission unit;

[0012] Data processing unit: used to obtain and process the information data stored in the data storage unit, thereby obtaining the analysis results, and generating a clothing design report based on the analysis results;

[0013] Abnormal alarm unit: used to alarm the clothing designer terminal when the result obtained by the data processing unit is abnormal;

[0014] Delivery to customer unit: After the results of the data processing unit's analysis are normal, the clothing design manuscripts will be delivered to the customer for acceptance via network transmission.

[0015] Furthermore, the database element selection unit includes: a top selection module, a bottom selection module, a color selection module, a pattern selection module and a material selection module;

[0016] Top selection module: used to select top elements in the database;

[0017] Download selection module: used to select download elements in the database;

[0018] Color selection module: used to select color elements in the database;

[0019] Pattern selection module: used to select pattern elements in the database;

[0020] Material selection module: used to select fabric material elements in the database.

[0021] Furthermore, the data collection unit includes: a score collection module, an elasticity collection module, a friction collection module, an air permeability collection module and a hygroscopicity collection module;

[0022] Score collection module: used to collect score information data of the creative scoring unit;

[0023] Elasticity collection module: used to collect elastic modulus information data of fabrics used in designing clothing;

[0024] Friction collection module: used to collect information data on the friction coefficient of fabrics used in designing clothing;

[0025] Breathability collection module: used to collect breathability information data of fabrics used in designing clothing;

[0026] Hygroscopicity collection module: used to collect moisture absorption rate information data of fabrics used in designing clothing.

[0027] Furthermore, the data acquisition unit further includes: a pixel acquisition module, an area acquisition module, a tensile acquisition module, a deformation acquisition module and a quality acquisition module;

[0028] Pixel collection module: used to collect pixel value information data of pictures after taking screenshots of clothing design elements;

[0029] Area collection module: used to collect surface area information data of fabrics used in designing clothing;

[0030] Tensile strength collection module: used to collect information data on the resistance strength and tensile strength of fabrics used in designing clothing;

[0031] Deformation collection module: used to collect the length information data of the fabric used in the design of clothing and the deformation caused by stretching;

[0032] Quality collection module: used to collect quality information data of fabrics used in designing clothing.

[0033] Furthermore, the data processing unit includes: a data acquisition module, an analysis and judgment module, and a report generation module;

[0034] Data acquisition module: used for real-time acquisition of information data stored in the data storage unit;

[0035] Analysis and judgment module: used to process and analyze the information data obtained by the data acquisition module and obtain the results of analysis and judgment;

[0036] Report generation module: used to generate a clothing design report based on the analysis and judgment results of the analysis and judgment module, and display it on the clothing designer terminal.

[0037] Furthermore, the analysis and judgment module can obtain information data on elastic modulus, friction coefficient, air permeability, moisture absorption rate, surface area, mass, tensile deformation length and maximum tensile force average value of the fabric used for the designed clothing from the data acquisition module, and can analyze the data obtained above to obtain the comfort index of the designed clothing, if:

[0038]

[0039] This means that the designed clothing is more comfortable and meets the design requirements, where C is the comfort index of the designed clothing, μ i is the friction coefficient of the i-th fabric used in the designed clothing, S i is the surface area of ​​the i-th fabric used in the design of clothing, S is the total area of ​​the design of clothing, M is the total weight of the design of clothing, N is the number of fabric types used in the design of clothing, a is the average value of the maximum transverse stretch length of all fabrics used in the design of clothing, b is the average value of the maximum longitudinal stretch length of all fabrics used in the design of clothing, E i is the elastic modulus value of the i-th fabric used in the designed clothing, m i is the mass of the i-th fabric used in the design of clothing, F is the average value of the maximum tensile force of all fabrics used in the design of clothing, τ is the conversion coefficient, R i is the air permeability of the i-th fabric used in the design of clothing, ω i is the moisture absorption rate of the i-th fabric used in the designed clothing, C e It is the threshold parameter of the preset comfort index.

[0040] Furthermore, the analysis and judgment module can obtain the pixel value of the picture after taking a screenshot of the clothing design elements and the information data of the surface area and tensile strength of the fabric used for designing the clothing from the data acquisition module, and can analyze the data obtained above to obtain the creativity index of the clothing design, if:

[0041]

[0042] This means that the clothing design has a high degree of creativity and meets the design requirements. Among them, δ is the difference coefficient of the selected elements in the clothing design process, P is the length of the picture after the clothing design elements are screenshotted, Q is the width of the picture after the clothing design elements are screenshotted, and I (x,y) is the pixel value of the original image at the coordinate (x, y), K (x,y) is the pixel value of the processed image at the coordinate (x, y), CI is the creative index of clothing design, S min S is the surface area of ​​the fabric with the smallest tensile strength among all the fabrics used in the clothing design process. max is the surface area of ​​the fabric with the highest tensile strength among all the fabrics used in the clothing design process, σ min is the tensile strength value of the fabric with the lowest tensile strength among all the fabrics used in the clothing design process, σ maxis the tensile strength value of the fabric with the highest tensile strength among all the fabrics used in the clothing design process, δ i is the coefficient of difference of the i-th element among the elements selected for clothing design, N is the number of fabric materials used in clothing design, CO is the number of colors used in clothing design, CI e It is the threshold parameter of the preset creativity index.

[0043] Furthermore, the analysis and judgment module can obtain the score of the creative scoring unit, the creative index of the clothing design and the information data of the comfort index of the designed clothing from the data acquisition module, and can obtain the score index of the clothing design through the analysis of the above acquired data, if:

[0044]

[0045] This means that the comprehensive score index of the clothing design is high and meets the design requirements. Among them, CSI is the score index of clothing design, SC j is the score value of the jth rater in the creative scoring unit, SC max The highest score value in the creative scoring unit, SC min is the lowest score value among the participants in the creative scoring unit, A is the total number of participants in the creative scoring unit, CI is the creativity index of clothing design, C is the comfort index of the designed clothing, MO is cost The cost price of designing clothing, MO price The price of the designed clothing is set by CSI. e It is the threshold parameter of the preset score index.

[0046] The beneficial effects of the digital clothing creative design system of the present invention are as follows: by collecting elastic modulus, friction coefficient, air permeability, moisture absorption rate, surface area, mass, tensile deformation length, maximum bearing tension, pixel value, tensile strength, and score information data in the clothing design process, and analyzing the collected data, the quality of the clothing design is comprehensively evaluated, and an alarm is issued for low-quality clothing design schemes, so that designers can redesign in time, effectively avoiding low-quality clothing design schemes from being delivered to customers, thereby reducing customer trust. BRIEF DESCRIPTION OF THE DRAWINGS

[0047] The present invention is further described in detail below with reference to the accompanying drawings and specific implementation methods.

[0048] Figure 1 This is a schematic diagram of the system principle. DETAILED DESCRIPTION

[0049] The present invention will be described in detail below with reference to the accompanying drawings and in combination with embodiments. It should be noted that the embodiments and features in the embodiments of the present application can be combined with each other without conflict.

[0050] According to one aspect of the present invention, Figure 1 As shown, a digital-based clothing creative design system is provided. First, the customer's body is scanned by an intelligent scanning unit to obtain the customer's height, arm length, leg length, shoulder width, chest circumference, and waist circumference information data. Then, the tops, bottoms, colors, patterns, and fabric material elements required for clothing design are selected and designed by a database element selection unit. Then, the clothing design elements selected by the database element selection unit are creatively transformed by a creative modification unit, and the clothing design is scored by forming a design scoring group.

[0051] Furthermore, through the score collection module, elasticity collection module, friction collection module, air permeability collection module, hygroscopicity collection module, pixel collection module, area collection module, tensile collection module, deformation collection module and quality collection module in the data collection unit, the elastic modulus, friction coefficient, air permeability, hygroscopicity, surface area, mass, tensile deformation length, maximum bearing tension, pixel value, tensile strength and score information data of the score in the clothing design process are collected in real time, and then the collected data are transmitted to the data storage unit in real time through the data transmission unit, and then the information data is acquired from the data storage unit through the data acquisition module in the data processing unit. Furthermore, the acquired information data is processed and analyzed through the analysis and judgment module.

[0052] Afterwards, when an abnormal situation occurs in the result analyzed and judged by the analysis and judgment module, the abnormal alarm unit will be triggered to alarm the clothing designer terminal, and according to the clothing design report generated by the report generation module, the designer will be prompted to redesign the clothing design manuscript.

[0053] The analysis and judgment module can obtain the elastic modulus, friction coefficient, air permeability, moisture absorption rate, surface area, mass, tensile deformation length and maximum tensile force average value of the fabric used in the designed clothing from the data acquisition module, and can analyze the above acquired data to obtain the comfort index of the designed clothing, if:

[0054]

[0055] This means that the designed clothing is more comfortable and meets the design requirements. <C e, it means that the comfort level of the designed clothing is low and does not meet the design requirements. It will trigger the abnormal alarm unit and send an alarm to the clothing designer terminal, prompting the designer to redesign the clothing design in terms of comfort level. Among them, C is the comfort level index of the designed clothing, μ i is the friction coefficient of the i-th fabric used in the designed clothing, S i is the surface area of ​​the i-th fabric used in the design of clothing, S is the total area of ​​the design of clothing, M is the total weight of the design of clothing, N is the number of fabric types used in the design of clothing, a is the average value of the maximum transverse stretch length of all fabrics used in the design of clothing, b is the average value of the maximum longitudinal stretch length of all fabrics used in the design of clothing, E i is the elastic modulus value of the i-th fabric used in the designed clothing, m i is the mass of the i-th fabric used in the design of clothing, F is the average value of the maximum tensile force of all fabrics used in the design of clothing, τ is the conversion coefficient, R i is the air permeability of the i-th fabric used in the design of clothing, ω i is the moisture absorption rate of the i-th fabric used in the designed clothing, C e It is the threshold parameter of the preset comfort index.

[0056] The analysis and judgment module can obtain the pixel value of the picture after taking a screenshot of the clothing design elements, as well as the information data of the surface area and tensile strength of the fabric used for the designed clothing from the data acquisition module, and can analyze the above acquired data to obtain the creativity index of the clothing design, if:

[0057]

[0058] This means that the clothing design is highly creative and meets the design requirements. <CI e , it means that the creativity of the clothing design is low and does not meet the design requirements. It will trigger the abnormal alarm unit to alarm the clothing designer terminal, prompting the designer to redesign the creativity of the clothing design. Among them, δ is the difference coefficient of the selected elements in the clothing design process, P is the length of the picture after the clothing design element is screenshotted, Q is the width of the picture after the clothing design element is screenshotted, and I (x,y) is the pixel value of the original image at the coordinate (x, y), K (x,y) is the pixel value of the processed image at the coordinate (x, y), CI is the creative index of clothing design, S min S is the surface area of ​​the fabric with the smallest tensile strength among all the fabrics used in the clothing design process. max is the surface area of ​​the fabric with the highest tensile strength among all the fabrics used in the clothing design process, σ minis the tensile strength value of the fabric with the lowest tensile strength among all the fabrics used in the clothing design process, σ max is the tensile strength value of the fabric with the highest tensile strength among all the fabrics used in the clothing design process, δ i is the coefficient of difference of the i-th element among the elements selected for clothing design, N is the number of fabric materials used in clothing design, CO is the number of colors used in clothing design, CI e It is the threshold parameter of the preset creativity index.

[0059] The analysis and judgment module can obtain the score of the creative scoring unit, the creative index of the clothing design, and the information data of the comfort index of the designed clothing from the data acquisition module, and can analyze the data obtained above to obtain the scoring index of the clothing design, if:

[0060]

[0061] This means that the comprehensive score index of the clothing design is high and meets the design requirements. <CSI e , it means that the comprehensive score index of clothing design is low and does not meet the design requirements. It will trigger the abnormal alarm unit to alarm the clothing designer terminal, prompting the designer to comprehensively redesign the clothing design. Among them, CSI is the score index of clothing design, SC j is the score value of the jth rater in the creative scoring unit, SC max The highest score value in the creative scoring unit, participation scoring, SC min is the lowest score value among the participants in the creative scoring unit, A is the total number of participants in the creative scoring unit. It should be noted that the number of people in the scoring group is not less than 2, and the full score is 100 points. CI is the creativity index of clothing design, C is the comfort index of the designed clothing, and MO is the creativity index of the clothing design. cost The cost price of designing clothing, MO price The price of the designed clothing is set by CSI. e It is the threshold parameter of the preset score index.

[0062] Of course, the above description is not a limitation of the present invention, and the present invention is not limited to the above examples. Changes, modifications, additions or substitutions made by ordinary technicians in this technical field within the essential scope of the present invention also fall within the protection scope of the present invention.

Claims

1. A digital clothing creative design system, It is characterized in that include: Intelligent scanning unit, database element selection unit, creative modification unit, creative scoring unit, data acquisition unit, data transmission unit, data storage unit, data processing unit, abnormal alarm unit and customer delivery unit, among which; Intelligent scanning unit: used to scan the customer's body and obtain the customer's height, arm length, leg length, shoulder width, chest circumference, and waist circumference information data; Database element selection unit: used to select tops, bottoms, colors, patterns and fabric material elements required for clothing design from a large database; Creative modification unit: used to creatively modify the clothing design elements selected by the database element selection unit; Creative scoring unit: used to score clothing designs by forming a design scoring group; Data acquisition unit: used to collect data generated by clothing design in real time; Data transmission unit: used for real-time transmission of information data collected by the data collection unit; Data storage unit: used to store the information data transmitted in real time by the data transmission unit; Data processing unit: used to obtain and process the information data stored in the data storage unit, thereby obtaining the analysis results, and generating a clothing design report based on the analysis results; Abnormal alarm unit: used to alarm the clothing designer terminal when the result obtained by the data processing unit is abnormal; Delivery to customer unit: After the results of the data processing unit's analysis are normal, the clothing design manuscripts will be delivered to the customer for acceptance via network transmission.

2. A digital clothing creative design system according to claim 1, Features: The database element selection unit includes: a top selection module, a bottom selection module, a color selection module, a pattern selection module and a material selection module; Top selection module: used to select top elements in the database; Download selection module: used to select download elements in the database; Color selection module: used to select color elements in the database; Pattern selection module: used to select pattern elements in the database; Material selection module: used to select fabric material elements in the database.

3. A digital clothing creative design system according to claim 2, Features: The data collection unit includes: a score collection module, an elasticity collection module, a friction collection module, an air permeability collection module and a hygroscopicity collection module; Score collection module: used to collect score information data of the creative scoring unit; Elasticity collection module: used to collect elastic modulus information data of fabrics used in designing clothing; Friction collection module: used to collect information data on the friction coefficient of fabrics used in designing clothing; Breathability collection module: used to collect breathability information data of fabrics used in designing clothing; Hygroscopicity collection module: used to collect moisture absorption rate information data of fabrics used in designing clothing.

4. A digital clothing creative design system according to claim 3, Features: The data acquisition unit further includes: a pixel acquisition module, an area acquisition module, a tensile acquisition module, a deformation acquisition module and a quality acquisition module; Pixel collection module: used to collect pixel value information data of pictures after taking screenshots of clothing design elements; Area collection module: used to collect surface area information data of fabrics used in designing clothing; Tensile strength collection module: used to collect information data on the resistance strength and tensile strength of fabrics used in designing clothing; Deformation collection module: used to collect the length information data of the fabric used in the design of clothing and the deformation caused by stretching; Quality collection module: used to collect quality information data of fabrics used in designing clothing.

5. A digital clothing creative design system according to claim 4, Features: The data processing unit includes: a data acquisition module, an analysis and judgment module and a report generation module; Data acquisition module: used for real-time acquisition of information data stored in the data storage unit; Analysis and judgment module: used to process and analyze the information data obtained by the data acquisition module and obtain the results of analysis and judgment; Report generation module: used to generate a clothing design report based on the analysis and judgment results of the analysis and judgment module, and display it on the clothing designer terminal.

6. A digital clothing creative design system according to claim 5, Features: The analysis and judgment module can obtain information data on elastic modulus, friction coefficient, air permeability, moisture absorption rate, surface area, mass, tensile deformation length and maximum tensile force average value of the fabric used in the designed clothing from the data acquisition module, and can analyze the data obtained above to obtain the comfort index of the designed clothing, if: This means that the designed clothing is more comfortable and meets the design requirements, where C is the comfort index of the designed clothing, μ i is the friction coefficient of the i-th fabric used in the designed clothing, S i is the surface area of ​​the i-th fabric used in the design of clothing, S is the total area of ​​the design of clothing, M is the total weight of the design of clothing, N is the number of fabric types used in the design of clothing, a is the average value of the maximum transverse stretch length of all fabrics used in the design of clothing, b is the average value of the maximum longitudinal stretch length of all fabrics used in the design of clothing, E i is the elastic modulus value of the i-th fabric used in the designed clothing, m i is the mass of the i-th fabric used in the design of clothing, F is the average value of the maximum tensile force of all fabrics used in the design of clothing, τ is the conversion coefficient, R i is the air permeability of the i-th fabric used in the design of clothing, ω i is the moisture absorption rate of the i-th fabric used in the designed clothing, C e It is the threshold parameter of the preset comfort index.

7. A digital clothing creative design system according to claim 6, Features: The analysis and judgment module can obtain the pixel value of the picture after taking a screenshot of the clothing design elements and the information data of the surface area and tensile strength of the fabric used for the designed clothing from the data acquisition module, and can analyze the data obtained above to obtain the creativity index of the clothing design, if: This means that the clothing design has a high degree of creativity and meets the design requirements. Among them, δ is the difference coefficient of the selected elements in the clothing design process, P is the length of the picture after the clothing design elements are screenshotted, Q is the width of the picture after the clothing design elements are screenshotted, and I (x,y) is the pixel value of the original image at the coordinate (x, y), K (x,y) is the pixel value of the processed image at the coordinate (x, y), CI is the creative index of clothing design, S min S is the surface area of ​​the fabric with the smallest tensile strength among all the fabrics used in the clothing design process. max is the surface area of ​​the fabric with the highest tensile strength among all the fabrics used in the clothing design process, σ min is the tensile strength value of the fabric with the lowest tensile strength among all the fabrics used in the clothing design process, σ max is the tensile strength value of the fabric with the highest tensile strength among all the fabrics used in the clothing design process, δ i is the coefficient of difference of the i-th element among the elements selected for clothing design, N is the number of fabric materials used in clothing design, CO is the number of colors used in clothing design, CI e It is the threshold parameter of the preset creativity index.

8. A digital clothing creative design system according to claim 7, Features: The analysis and judgment module can obtain the score of the creative scoring unit, the creative index of the clothing design, and the information data of the comfort index of the designed clothing from the data acquisition module, and can obtain the scoring index of the clothing design through the analysis of the above acquired data, if: This means that the comprehensive score index of the clothing design is high and meets the design requirements. Among them, CSI is the score index of clothing design, SC j is the score value of the jth rater in the creative scoring unit, SC max The highest score value in the creative scoring unit, SC min is the lowest score value among the participants in the creative scoring unit, A is the total number of participants in the creative scoring unit. It should be noted that the number of people in the scoring group is not less than 2, and the full score is 100 points. CI is the creativity index of clothing design, C is the comfort index of the designed clothing, and MO is the creativity index of the clothing design. cost The cost price of designing clothing, MO price The price of the designed clothing is set by CSI. e It is the threshold parameter of the preset score index.

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