Jewelry design system and method

Abstract

The invention relates to the technical field of jewelry design, in particular to a jewelry design system and method. A user interaction module receives a demand and feeds back; the intelligent design module combines a deep learning model and a knowledge base for preliminary design; the material and color selection module recommends material and color schemes according to styles, crowds and the like; the virtual display and rendering module generates a three-dimensional display model; the design optimization module performs multi-aspect evaluation and provides suggestions; and the data management module stores and manages design data. The design sketch is quickly generated through the intelligent design module, and automatic material and color recommendation, virtual display and rendering functions are combined, so that the jewelry design period is greatly shortened, and market requirements can be quickly responded. According to the method, the personalized requirements of the user are fully considered, and the user can autonomously select and adjust each link in the design process, so that the design result better fits the expectation of the user.

Description

Technical Field

[0001] The present invention relates to the technical field of jewelry design, and in particular to a jewelry design system and method. Background Art

[0002] In the traditional jewelry design process, designers rely primarily on their own experience and manual sketching, resulting in low design efficiency and difficulty in quickly meeting diverse market demands. Furthermore, the lack of intuitive and convenient interactive methods for presenting and modifying design proposals leads to high communication costs between designers and clients, resulting in designs that often fail to precisely meet clients' individual needs. Furthermore, the existing jewelry design process lacks effective intelligent assistance for the selection and combination of elements such as jewelry materials and color combinations, making it difficult to fully tap into the design's creative potential and aesthetic value.

[0003] Therefore, a jewelry design system and method have become problems that need to be solved urgently. Summary of the Invention

[0004] The technical problem to be solved by the present invention is to provide a jewelry design system and method, which, by integrating advanced computer technology and intelligent algorithms, improves the efficiency of jewelry design, enhances the personalization of design, and reduces the communication costs between designers and customers. At the same time, it provides jewelry design with more scientific and intelligent element selection and combination solutions, thereby improving the overall quality and market competitiveness of jewelry design.

[0005] To solve the above technical problems, the present invention provides a technical solution: a jewelry design system, comprising:

[0006] The user interaction module is used to receive design requirement information input by users, display the design phase results and final plan, and receive user modification suggestions and feedback;

[0007] An intelligent design module, based on the design requirement information received by the user interaction module, uses a pre-trained deep learning model and a built-in jewelry design knowledge base to perform preliminary design of the overall shape and structure of the jewelry and automatically calculate the size ratio relationship of each component;

[0008] The material and color selection module recommends jewelry materials based on jewelry design style, target wearers, and popular trends. It displays material characteristics, price range, and visual effects. It uses color theory and big data analysis to provide color combination solutions and simulates the effects of different material and color combinations under different lighting conditions.

[0009] The virtual display and rendering module combines the jewelry design sketches generated by the intelligent design module with the materials and colors selected by the user to perform 3D modeling and rendering, generating a virtual jewelry display model that supports multi-angle and multi-distance observation and wearing effect simulation, and has real-time rendering capabilities;

[0010] The design optimization module performs structural mechanics analysis, cost estimation, and innovation evaluation on the generated jewelry design schemes, provides cost optimization suggestions based on the budget range, and proposes improvement directions based on the evaluation results;

[0011] The data management module is used to store and manage user design requirement information, design process data and final design plan, and supports data classification storage, retrieval and backup.

[0012] Furthermore, the design requirement information includes jewelry type, style preference, target wearer group, budget range, special design element requirements and wearing occasion requirements.

[0013] Furthermore, the deep learning model of the intelligent design module is trained through a large number of jewelry design cases of different styles and types, and the jewelry design knowledge base contains jewelry design cases and elements.

[0014] Furthermore, the lighting conditions simulated by the material and color selection module include at least one of natural light, indoor light, and special scene light.

[0015] Furthermore, the cost in the cost estimation of the design optimization module includes at least one of material cost, processing cost, and inlay cost.

[0016] The present invention also provides a jewelry design method based on the above system, comprising the following steps:

[0017] S1. Receive jewelry design requirement information input by the user through the user interaction module, and parse and organize it;

[0018] S2, the intelligent design module generates jewelry design sketches based on the analyzed design requirement information using the deep learning model and jewelry design knowledge base;

[0019] S3, the material and color selection module recommends material and color combination schemes to users based on design requirements and design sketches, and users can select or adjust them;

[0020] S4, the virtual display and rendering module performs 3D modeling and rendering on the design sketch, selected materials and colors, and generates a virtual display model of the jewelry for users to observe and evaluate;

[0021] S5. The design optimization module performs structural mechanics analysis, cost estimation, and innovation evaluation on the generated design scheme, and makes optimization suggestions based on the evaluation results. The user modifies or confirms the design scheme based on the suggestions.

[0022] S6. The data management module stores the finalized design plan and outputs the design plan according to user needs.

[0023] The advantages of the present invention compared with the prior art are:

[0024] The present invention uses an intelligent design module to quickly generate design sketches, combined with automated material and color recommendations, virtual display and rendering functions, greatly shortening the jewelry design cycle and enabling rapid response to market demand.

[0025] The present invention fully considers the personalized needs of users. Users can independently select and adjust each link in the design process to make the design results more in line with user expectations.

[0026] The intuitive virtual display and real-time rendering functions of the present invention allow users to express their ideas and opinions more clearly, and designers can also understand user needs more accurately, reducing the number of design modifications caused by poor communication and improving design communication efficiency.

[0027] The design optimization module of the present invention evaluates and optimizes design solutions from multiple perspectives, including structural mechanics, cost, and innovation, ensuring that the design solutions are not only aesthetically pleasing but also feasible for actual production and market promotion, thereby improving the overall quality and market competitiveness of jewelry design. BRIEF DESCRIPTION OF THE DRAWINGS

[0028] Figure 1 This is a system block diagram of a jewelry design system of the present invention.

[0029] Figure 2 It is a flow chart of a jewelry design method of the present invention. DETAILED DESCRIPTION

[0030] Various exemplary embodiments of the present invention will be described in detail below with reference to the accompanying drawings. It should be noted that unless otherwise specifically stated, the relative arrangements of components and steps, numerical expressions and numerical values ​​set forth in these embodiments do not limit the scope of the present invention.

[0031] The following description of at least one exemplary embodiment is merely illustrative in nature and is in no way intended to limit the invention, its application, or uses.

[0032] Technologies, methods, and equipment known to ordinary technicians in the relevant art may not be discussed in detail, but where appropriate, the technologies, methods, and equipment should be considered part of the specification.

[0033] In all examples shown and discussed herein, any specific values ​​should be interpreted as merely exemplary and not limiting. Therefore, other examples of the exemplary embodiments may have different values.

[0034] The following is a further detailed description of a jewelry design system and method of the present invention with reference to the accompanying drawings.

[0035] Combined with attachment Figure 1-2 , the present invention is introduced in detail.

[0036] A jewelry design system includes the following modules:

[0037] User Interaction Module: This module receives user input on design requirements, including but not limited to jewelry type (e.g., necklace, ring, earrings), style preference (e.g., classic, modern, minimalist), target audience, and budget range. This module also intuitively presents the user with progress and final design proposals, accepts user suggestions for revisions to the proposal, and feeds these suggestions back to other relevant modules in the system.

[0038] Intelligent Design Module: Based on user-entered design requirements, the module utilizes a pre-trained deep learning model to perform preliminary design of the jewelry's overall shape and structure. This module incorporates a rich jewelry design knowledge base, encompassing numerous jewelry design examples and elements across various styles and types. By analyzing and learning from these examples and elements, the module can quickly generate creative jewelry design sketches. Furthermore, the module automatically calculates the dimensional proportions of each component based on the jewelry type and structure, ensuring the design's rationality and feasibility.

[0039] Material and Color Selection Module: Based on the jewelry's design style and target audience, incorporating current fashion trends, this module recommends suitable jewelry materials such as gold, platinum, diamonds, and gemstones. It also displays each material's characteristics, price range, and visual effects. Regarding color matching, this module utilizes color theory and big data analysis techniques to provide a variety of color combinations, which users can select or adjust based on their personal preferences. Furthermore, this module simulates the effects of different material and color combinations under different lighting conditions, helping users more intuitively understand the design.

[0040] Virtual Display and Rendering: This module combines the jewelry design sketches generated by the intelligent design module with the user's selected materials and colors for high-precision 3D modeling and rendering, creating a realistic virtual jewelry display model. This module allows users to observe the virtual model from multiple angles and distances, even simulating wearing effects and viewing the jewelry on the body from different perspectives. This module also supports real-time rendering, allowing users to quickly update the virtual display model and instantly reflect any changes made to the design.

[0041] Design Optimization: This module optimizes generated jewelry designs, including mechanical analysis of the jewelry structure to ensure stability and safety during production and wear. It also estimates design costs and, based on the user's budget, provides reasonable cost optimization suggestions, such as adjusting materials and simplifying processes. Furthermore, this module evaluates design innovations based on market demand and trends, suggesting areas for improvement to enhance the design's market competitiveness.

[0042] Data Management: This module is used to store and manage user design requirements, various data from the design process, and the final design plan. This module supports categorized storage, retrieval, and backup of data, making it easy for designers to review and reference historical design cases. It also helps companies manage and analyze design data, exploring potential design trends and market demands.

[0043] Based on the above-mentioned jewelry design system, the present invention also provides a jewelry design method, which includes the following specific steps:

[0044] Receive design requirements: Receive jewelry design requirement information input by users through the user interaction module, and parse and organize it.

[0045] Preliminary design: The intelligent design module generates jewelry design sketches based on the analyzed design requirement information using a deep learning model and a jewelry design knowledge base.

[0046] Material and color selection: The material and color selection module recommends suitable material and color combination schemes to users based on design requirements and design sketches, and users can make selections or adjustments.

[0047] Virtual Display and Rendering: The virtual display and rendering module performs 3D modeling and rendering of the design sketch, selected materials and colors, and generates a virtual display model of the jewelry for users to observe and evaluate.

[0048] Design Optimization: The design optimization module performs structural mechanics analysis, cost estimation, and innovation evaluation on the generated design scheme, and makes optimization suggestions based on the evaluation results. Users can modify the design scheme according to the suggestions. If the user confirms that no modification is required, proceed to the next step.

[0049] Save and output: The data management module stores the finalized design plan and outputs the design plan according to user needs, such as generating design drawings, 3D model files, etc.

[0050] The specific implementation process of the jewelry design system and method of the present invention is as follows:

[0051] Example 1

[0052] A user needs to design a simple necklace suitable for young women to wear daily. Through the user interaction module, the user enters the jewelry type as "necklace", the style preference as "simple", the target wearer as "young women", and the budget range as 1,000-2,000 yuan.

[0053] After receiving the demand information, the intelligent design module extracts design cases and elements of minimalist necklaces from the jewelry design knowledge base, and uses the deep learning model to generate several different necklace design sketches, which include different chain types and pendant shapes.

[0054] The material and color selection module recommends 925 silver as the main material, paired with white mother-of-pearl as the pendant, based on the minimalist style and the characteristics of young women. It also offers several different color combinations, such as a silver chain with black agate embellishments. The user chose 925 silver with white mother-of-pearl based on their personal preferences.

[0055] The virtual display and rendering module transforms the design sketch, selected materials, and colors into 3D modeling and rendering, generating a virtual display model of the necklace. Users can rotate and zoom to observe the necklace's details and overall effect from different angles, and even simulate wearing it around the neck.

[0056] The design optimization module performed a structural mechanics analysis on the design to ensure that the necklace would not break during daily wear. It also conducted a cost estimate, finding the current solution within budget. Furthermore, the module evaluated the design's innovation, finding it relatively conventional and suggesting the addition of micro-inlaid zircon stones to the pendant to enhance its uniqueness. The user accepted this suggestion and made modifications to the design.

[0057] Finally, the data management module will store the finalized design plan and output design drawings and 3D model files according to user needs for subsequent production use.

[0058] Example 2

[0059] A user wants to design a gorgeous ring for a wedding. In the user interaction module, the user enters the jewelry type as "ring," the style preference as "gorgeous," the target audience as "brides," and an unlimited budget.

[0060] The intelligent design module generates ring design sketches in a variety of gorgeous styles, including complex setting shapes and unique ring designs.

[0061] The material and color selection module recommended platinum as the ring setting, paired with large diamonds and rubies, and provided different gemstone arrangements and color combinations. The user chose a platinum setting with a 1-carat center diamond surrounded by rubies and smaller diamonds.

[0062] The virtual display and rendering module generates a high-precision virtual display model of the ring, allowing users to clearly see the dazzling effects of diamonds and rubies under different lighting, as well as the three-dimensional effect of the ring worn on the finger.

[0063] The design optimization module performed a mechanical analysis of the ring's structure to ensure the gemstones were securely set. A cost estimate indicated that the proposed design was high, but within the user's budget. An innovative assessment concluded that the design was elegant but could be more unique, suggesting a design with floral patterns. After the user adopted the suggestion, the design optimization module updated the design.

[0064] Finally, the data management module saves the design plan and outputs relevant files to complete the jewelry design.

[0065] The present invention and its embodiments are described above. This description is not restrictive. The drawings show only one embodiment of the present invention, and the actual structure is not limited thereto. In short, if a person skilled in the art is inspired by this and, without departing from the purpose of the present invention, designs structures and embodiments similar to this technical solution without inventiveness, they shall fall within the scope of protection of the present invention.

Claims

1. A jewelry design system, characterized in that: include: The user interaction module is used to receive design requirement information input by users, display the design phase results and final plan, and receive user modification suggestions and feedback; An intelligent design module, based on the design requirement information received by the user interaction module, uses a pre-trained deep learning model and a built-in jewelry design knowledge base to perform preliminary design of the overall shape and structure of the jewelry and automatically calculate the size ratio relationship of each component; The material and color selection module recommends jewelry materials based on jewelry design style, target wearers, and popular trends. It displays material characteristics, price range, and visual effects. It uses color theory and big data analysis to provide color combination solutions and simulates the effects of different material and color combinations under different lighting conditions. The virtual display and rendering module combines the jewelry design sketches generated by the intelligent design module with the materials and colors selected by the user to perform 3D modeling and rendering, generating a virtual jewelry display model that supports multi-angle and multi-distance observation and wearing effect simulation, and has real-time rendering capabilities; The design optimization module performs structural mechanics analysis, cost estimation, and innovation evaluation on the generated jewelry design schemes, provides cost optimization suggestions based on the budget range, and proposes improvement directions based on the evaluation results; The data management module is used to store and manage user design requirement information, design process data and final design plan, and supports data classification storage, retrieval and backup.

2. The jewelry design system according to claim 1, wherein: The design requirement information includes jewelry type, style preference, target wearer group, budget range, special design element requirements and wearing occasion requirements.

3. The jewelry design system according to claim 2, wherein: The deep learning model of the intelligent design module is trained through a large number of jewelry design cases of different styles and types, and the jewelry design knowledge base contains jewelry design cases and elements.

4. The jewelry design system according to claim 3, wherein: The lighting conditions simulated by the material and color selection module include at least one of natural light, indoor light, and special scene light.

5. The jewelry design system according to claim 4, wherein: The cost in the cost estimation of the design optimization module includes at least one of material cost, processing cost, and inlay cost.

6. A jewelry design method based on the jewelry design system according to any one of claims 1 to 5, characterized in that: The following steps are involved: S1. Receive jewelry design requirement information input by the user through the user interaction module, and parse and organize it; S2, the intelligent design module generates jewelry design sketches based on the analyzed design requirement information using the deep learning model and jewelry design knowledge base; S3, the material and color selection module recommends material and color combination schemes to users based on design requirements and design sketches, and users can select or adjust them; S4, the virtual display and rendering module performs 3D modeling and rendering on the design sketch, selected materials and colors, and generates a virtual display model of the jewelry for users to observe and evaluate; S5. The design optimization module performs structural mechanics analysis, cost estimation, and innovation evaluation on the generated design scheme, and makes optimization suggestions based on the evaluation results. The user modifies or confirms the design scheme based on the suggestions. S6. The data management module stores the finalized design plan and outputs the design plan according to user needs.

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