Datasets:
meshrep — cleaned geometry-only mesh dataset for Mesh-JEPA pretraining
491,429 cleaned, geometry-only GLB meshes (vertices+faces, normalized to a unit cube, ≤20,000 vertices each), packed as tar shards.
| subset | source | meshes | shards |
|---|---|---|---|
objaverse_xl/ |
Objaverse + Objaverse-XL (github + sketchfab) | 339,478 | 192 |
trellis/ |
TRELLIS-500K curation (new OXL assets) | 151,951 | 102 |
Each tar holds <key>.glb (key = sha256 for github-sourced, uid for sketchfab/objaverse).
Processing
Raw assets → (trimesh for glb / Blender for fbx·obj·etc.) → clean_and_convert:
merge duplicate vertices, drop degenerate/duplicate faces, drop F/V≤1, drop non-finite
(corrupt) meshes, cap vertices ≤20k, normalize to unit cube + recompute normals.
Pipeline: https://github.com/TeCai/meshrep (branch data-pipeline).
Metadata
mesh_metadata.csv: key, source, n_vertices, n_faces (covers the objaverse_xl subset).
License
Derived from Objaverse-XL and TRELLIS-500K; respect their upstream licenses (ODC-By / per-asset for Objaverse-XL; MIT for TRELLIS-500K metadata). Geometry only, no textures/materials.
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