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How to improve the industrial-grade usability of generated 3D models?

2025-08-23 1.1 K
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Professional Model Optimization Guide

To take AI-generated 3D models to the level of industrial applications, the following methods can be used:

  • Input Optimization
    Use a measuring tape as a reference when taking the picture and make sure that the picture contains at least two orthogonal views (main view + 45-degree side view) so that the model can automatically calculate the actual size scale.
  • Reprocessing Process
      1. Run the Mesh Repair command in Blender to eliminate non-flow geometry.
      2. Optimize polygon distribution using the "retopology" tool
      3. Checking weak structures with the "Thickness Analysis" plug-in
  • Professional format conversion
    This can be achieved by exporting in STEP or IGES format:
    • Compatible with SolidWorks/Creo and other CAD software
    • Preserving NURBS surface data
    • Ensure tolerances in the 0.01mm class

The project will introduce a professional version of the model in the future, which will directly output the BREP representation format. It is currently recommended to work with CloudCompare for point cloud optimization, which can enhance the engineering applicability of 15%.

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