Splataverse: cross-dataset splits
This repo holds only split manifests. The Gaussian splats themselves live in the per-source repos, each under its own licence:
| source | repo |
|---|---|
| Sketchfab (Objaverse) | maxwildersmith/splataverse-sketchfab |
| Smithsonian 3D | maxwildersmith/splataverse-smithsonian |
Split v4
splits/v4.parquet (config v4) has one row per object: uid, hf_source, hf_repo, path, license, split, tier, is_bone, reasons. split is val, test, train (in a tier), train_unused, flagged (failed the splat quality
check; reasons says why) or unscored.
- val / test are fixed and hold out both sources: 1,000 + 1,000 clean Sketchfab objects (licence-stratified) and Smithsonian's frozen 150 + 150 (stratified by category, so ~88% are bone specimens).
- Training tiers are nested (1k is inside 5k is inside 10k ...): tier T is
split == "train" and tier <= T. Each tier is ~10% Smithsonian (bones included) until its 2,092-object pool is used up, the rest clean Sketchfab.
| list | objects | Sketchfab | Smithsonian |
|---|---|---|---|
| val | 1,150 | 1,000 | 150 |
| test | 1,150 | 1,000 | 150 |
| train_1k | 1,000 | 900 | 100 |
| train_5k | 5,000 | 4,500 | 500 |
| train_10k | 10,000 | 9,000 | 1,000 |
| train_25k | 25,000 | 22,908 | 2,092 |
| train_50k | 50,000 | 47,908 | 2,092 |
| train_100k | 100,000 | 97,908 | 2,092 |
| train_250k | 250,000 | 247,908 | 2,092 |
| train_all | 461,982 | 459,890 | 2,092 |
splits/v4/<list>.txt has one <repo> <path> line per object.
Download a split
pip install huggingface_hub tyro
python fetch_split.py --split train_5k --out-dir splataverse_data
fetch_split.py (in this repo) skips files already downloaded and pauses whenever the Hugging Face API rate limit
(1,000 requests per 5 minutes) is reached, so large tiers can be fetched unattended.
- Downloads last month
- 1
Collection including maxwildersmith/splataverse
Collection
11 items • Updated