This repository provides the official code for MeshGPT, a novel approach to generating 3D triangle meshes using decoder-only transformers. It addresses the challenge of creating high-quality, complex 3D models, targeting researchers and developers in computer graphics and AI who need to generate or manipulate 3D assets programmatically.

How It Works

MeshGPT leverages a transformer architecture, specifically a decoder-only model, to generate sequences of mesh vertices and faces. The process involves encoding the mesh structure into a tokenized sequence, which the transformer then autoregressively predicts. This approach allows for capturing complex geometric relationships and generating coherent mesh topologies.

Quick Start & Requirements

• Install via pip: pip install mesh-gpt
• Requires Python 3.8+ and PyTorch.
• Official code release: https://github.com/audi/MeshGPT

Highlighted Details

• Generates high-quality triangle meshes.
• Utilizes a decoder-only transformer architecture.
• Capable of producing complex and coherent mesh structures.

Maintenance & Community

This repository appears to be an official release, but specific community engagement details (e.g., active maintainers, community channels) are not detailed in the provided README snippet.

Licensing & Compatibility

The license is not specified in the provided README snippet.

Limitations & Caveats

The README snippet does not provide information on limitations, known issues, or compatibility with specific hardware or software versions.