| --- |
| license: other |
| tags: |
| - 3d |
| - texture |
| - pbr |
| - character |
| - training-data |
| size_categories: |
| - 100K<n<1M |
| configs: |
| - config_name: default |
| data_files: |
| - split: pbr_ids |
| path: "lists/TexVerse_pbr_id_list.txt" |
| --- |
| |
| # Cosmic-Gen Training Data |
|
|
| Curated 3D character + prop + environment data for training the **Cosmic Corrector v3** model and downstream Cosmic-Gen pipeline modules. |
|
|
| ## Structure |
|
|
| ``` |
| cosmic-gen-data/ |
| ├── lists/ |
| │ └── TexVerse_pbr_id_list.txt # 158,518 confirmed-PBR object IDs from TexVerse |
| ├── scrapers/ # Reproducible scrapers for upstream sources |
| │ ├── sketchfab_scraper.py # CC0 models via Sketchfab API |
| │ ├── uitars_scraper.py # Agentic GUI scraper (bypasses anti-bot) |
| │ ├── cgtrader_playwright_scraper.py |
| │ ├── vroid_scraper.py |
| │ └── push_to_hf.py |
| ├── docs/ |
| │ ├── plan.md # Production plan |
| │ └── RESEARCH.md # Literature review + architecture decisions |
| ├── sketchfab_cc0/ # (filled by Sketchfab scrape) |
| │ ├── metadata.jsonl |
| │ ├── glbs/<uid>.glb |
| │ └── thumbs/<uid>.jpg |
| └── cgtrader/ # (filled by UI-TARS scrape later) |
| ``` |
|
|
| ## Data Sources & Licenses |
|
|
| | Source | License | Count | Status | |
| |---|---|---|---| |
| | TexVerse PBR | ODC-By | 158,518 | IDs listed; download via [YiboZhang2001/TexVerse](https://huggingface.co/datasets/YiboZhang2001/TexVerse) | |
| | Sketchfab CC0 | CC0 | TBD (target ~10k) | Scraper ready | |
| | VRoid Hub | Varies (filter to permissive) | TBD | Scraper ready | |
| | CGTrader free | Various permissive | TBD | UI-TARS agentic scraper ready | |
| | Mixamo | Adobe free | 2,773 | via `jasongzy/Mixamo` HF mirror | |
|
|
| ## Usage |
|
|
| ```python |
| from huggingface_hub import snapshot_download |
| local = snapshot_download("PrimeStriker/cosmic-gen-data", repo_type="dataset") |
| # Then read lists/TexVerse_pbr_id_list.txt to filter TexVerse for PBR-only models |
| ``` |
|
|
| ## Cosmic_Gen project |
| |
| This dataset is used to train modules of the [Cosmic-Gen](https://github.com/) pipeline: |
| - Image → 3D character mesh + rigging |
| - Built on top of TRELLIS.2 (Microsoft), UniRig (CMU), SDXL (Stability) |
| - Our contributions: Cosmic Corrector v3, content classifier, agentic scraper |
| |
| ## Maintainers |
| |
| - @PrimeStriker (lead) |
| - ml-intern-explorers org |
| |
| ## Citation |
| |
| If you use this dataset, please cite the upstream sources (TexVerse, Sketchfab CC0, etc) as listed in `metadata.jsonl` of each subfolder. |
| |
