3D Model Processing for Packaging Design Automation
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Solution Overview
Problem
Conventional packaging design processes are complex, time-consuming, and costly, with long design cycles and inefficient manual processes, making frequent updates to product packaging designs impractical.
Innovation Solution
A three-dimensional model processing method and apparatus that generates a virtual three-dimensional model based on a template, combines it with a target picture using a generative network, and performs superposition processing to produce a final design result, which can be directly printed, eliminating the need for manual model proofing and picture placement.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If traditional manual packaging design processes are used, then design flexibility and customization are possible, but design cycle time and cost increase significantly
Solution Approach 1:
The patent uses three-dimensional model templates as reusable copies that can be rapidly instantiated and modified. Instead of creating packaging designs from scratch each time, the system loads pre-defined 3D model templates and applies graphic and textual information to them, dramatically reducing design cycle time while maintaining flexibility through parameter customization.
Solution Approach 2:
The patent performs preliminary actions by pre-defining three-dimensional model templates with standardized structures and configurations. These templates are prepared in advance and stored for rapid deployment, allowing the design system to skip the time-consuming modeling phase and directly proceed to customization and rendering.
2Adaptability or versatility
If traditional manual packaging design processes are used, then complex design adjustments can be made, but manufacturing cost and complexity increase
Solution Approach 1:
The system uses 3D model templates as reusable digital copies that eliminate the need for repeated manual modeling and proofing. By loading templates and applying graphic information through automated processes, the system reduces process complexity while maintaining design customization capabilities.
Solution Approach 2:
The patent replaces manual mechanical design processes with automated computer-based rendering and composition systems. Instead of physically creating and adjusting packaging models manually, the system uses software to automatically combine 3D templates with graphic and textual information, reducing both human labor and process complexity.
3Reliability
If traditional manual packaging design processes are used, then quality control is possible, but production efficiency decreases
Solution Approach 1:
The system ensures design quality through consistent use of standardized 3D model templates that are pre-approved and validated. By repeatedly using these verified templates rather than creating new models each time, the system maintains reliability while dramatically improving design efficiency through automated rendering and composition.
Solution Approach 2:
The patent implements self-service through automated rendering and composition processes that automatically combine 3D templates with graphic and textual information according to predefined rules. This automation maintains quality control without requiring manual intervention at each step, thereby improving productivity.
Data Source
AI summary
A three-dimensional model processing method, an electronic device, and a storage medium are provided, which are related to fields of deep learning, augmented reality, and the like. The specific implementation includes: generating a target virtual three-dimensional model based on a target model template; generating a target picture based on graphic and textual information and a preset network; and determining a superposition processing result of the target virtual three-dimensional model based on the target virtual three-dimensional model and the target picture.