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README.md
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---
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pretty_name: ProSceneverse
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license: other
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size_categories:
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- 10K<n<100K
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task_categories:
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- text-to-3d
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- image-to-3d
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- other
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tags:
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- 3d
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- 3d-scenes
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- glb
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- gltf
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- sketchfab
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- captions
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- scene-understanding
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language:
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- en
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annotations_creators:
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- machine-generated
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source_datasets:
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- original
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configs:
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- config_name: default
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data_files:
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- split: train
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path: metadata.parquet
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---
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# ProSceneverse
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Hand-designed 3D scenes (CAD, game environments, designed interiors and
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exteriors, urban scenes, stylized landscapes) curated from the TexVerse-1K
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Sketchfab crawl — the companion of
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[ScanSceneverse](https://huggingface.co/datasets/Stable-X/ScanSceneverse) which
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holds real-world photogrammetry scans.
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**74,624** textured designed scenes in glTF/GLB format, each with a
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machine-generated English caption, a scene-type label, and a thumbnail
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render.
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## Contents
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```
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ProSceneverse/
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├── README.md
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├── metadata.parquet # 74,624 rows, one per scene
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├── glbs/ # sharded 000-NNN
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│ └── 000-NNN/<scene_id>.glb
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└── thumbnails/ # mirrors the glbs/ shard layout
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└── 000-NNN/<scene_id>.jpeg
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```
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## Categories
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- `CAD_ARCHITECTURE`: **44,487**
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- `GAME_SCENE`: **17,303**
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- `DESIGNED_ROOM`: **7,183**
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- `DESIGNED_EXTERIOR`: **2,539**
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- `URBAN_SCENE`: **1,776**
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- `DESIGNED_LANDSCAPE`: **1,336**
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## Licenses
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- `by`: 68,186
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- `by-nc-sa`: 3,767
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- `by-sa`: 1,083
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- `by-nc`: 847
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- `by-nc-nd`: 384
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- `unknown`: 188
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- `cc0`: 118
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- `by-nd`: 37
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- `free-st`: 14
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## Metadata schema
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| column | type | description |
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| --- | --- | --- |
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| `scene_id` | string | 32-hex Sketchfab model id (primary key) |
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| `file_name` | string | Relative path to the GLB |
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| `thumbnail` | string \| null | Relative path to the JPEG preview |
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| `caption` | string | Gemini-generated English caption of the scene |
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| `category` | string | Curated scene type |
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| `decision` | string | Curation decision (`KEEP`) |
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| `scanning_ids` | list<string> | `scanned_by_*` tags (empty for designed scenes) |
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| `name` | string | Original Sketchfab model title |
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| `description` | string | Original Sketchfab model description (author-written) |
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| `tags` | list<string> | Author-provided Sketchfab tags |
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| `sketchfab_categories` | list<string> | Original Sketchfab category names |
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| `license_slug` / `license_label` / `license_url` | string | Per-scene license |
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| `author_username` / `author_display_name` / `author_uid` | string | Original Sketchfab author |
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| `face_count`, `vertex_count`, `material_count`, `texture_count`, `animation_count` | int64 | Geometry/material stats |
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| `pbr_type` | string \| null | PBR workflow tag if set |
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| `source` | string | Sketchfab upload source |
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| `published_at`, `updated_at` | string (ISO-8601) | Timestamps from Sketchfab |
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| `source_url` | string | Public Sketchfab viewer URL |
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| `view_count`, `like_count`, `download_count`, `comment_count` | int64 | Popularity stats at crawl time |
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## Loading
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```python
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from datasets import load_dataset
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ds = load_dataset("parquet", data_files="metadata.parquet", split="train")
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print(ds[0]["caption"], ds[0]["file_name"])
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```
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The GLB and thumbnail files are *not* inlined in the parquet. Resolve them
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relative to the dataset root, for example with `trimesh`:
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```python
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import trimesh, os
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root = "/path/to/ProSceneverse"
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mesh = trimesh.load(os.path.join(root, ds[0]["file_name"]))
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```
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## Licenses
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Every source model on Sketchfab ships with its own Creative Commons
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license. The per-scene license is recorded in the `license_slug`,
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`license_label`, and `license_url` columns — consult them before
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redistribution.
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