MeshAnything

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

1015 stars · 73 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

MeshAnything is an autoregressive transformer model that generates artist-created 3D meshes (up to 1600 faces in V2) aligned with a given shape, such as a point cloud or 3D asset. It integrates into 3D asset production pipelines to produce compact, human-artist-like meshes instead of dense reconstructions.

Use cases

• convert a point cloud or 3D shape into a clean artist-style mesh
• generate low-poly game-ready meshes from 3D assets
• post-process 3D generation pipeline outputs into editable meshes
• research autoregressive mesh tokenization
• create controllable 3D meshes aligned to a reference shape

When to choose

• you need compact, artist-like meshes rather than dense triangle soups
• you have a GPU (A100/A6000-class) and want state-of-the-art mesh generation
• you want to integrate mesh generation into an existing 3D asset pipeline

When to avoid

• you need meshes with more than ~1600 faces
• you lack a CUDA GPU with significant VRAM
• you need permissively licensed code for commercial use (SLab license)
• you need production-ready textured assets, not geometry only

Facets

library · maturity active

machine-learning deep-learning llm-inference graphics image-processing deep-learning large-language-models graphics computer-vision artificial-intelligence python cli mesh-generation autoregressive-transformer 3d-assets artist-created-mesh iclr2025 point-cloud-conditioned non-commercial-license linux gpu

Member repositories

For agents

markdown · JSON · MCP: product_card(name="buaacyw/MeshAnythingV2")