buaacyw/MeshAnything

[ICLR 2025] From anything to mesh like human artists. Official impl. of "MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers"

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/ 100
Emerging

Converts 3D inputs (meshes or point clouds with normals) to artist-quality topology using an autoregressive transformer with vector quantization, generating up to 800 faces. Built on PyTorch with HuggingFace model weights, it supports both local inference via command-line and interactive Gradio demos, optimized for reconstruction outputs rather than raw generative models. Handles mesh preprocessing with Marching Cubes and normalizes inputs to unit bounding boxes for consistent results.

2,272 stars. No commits in the last 6 months.

Stale 6m No Package No Dependents
Maintenance 2 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 16 / 25

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2,272

Forks

103

Language

Python

License

Last pushed

Apr 28, 2025

Commits (30d)

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