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Mike Young @mikeyoung44

AI Creates Professional 3D Models With DeepMesh

DeepMesh creates high-quality 3D meshes using reinforcement learning. It builds meshes face by face, outperforming previous methods in triangle efficiency & geometry quality.

This is a Plain English Papers summary of a research paper called AI Creates Professional 3D Models One Triangle at a Time, Just Like Human Artists. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter.

  
  
  Overview

DeepMesh creates high-quality 3D meshes using reinforcement learning
Auto-regressive approach builds meshes by sequentially adding faces
Produces artist-quality mesh models for 3D animation
Outperforms previous methods in triangle efficiency and geometry quality
Works with both single-view images and text prompts

  
  
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