Datasets:
Scene Forge assets
Public asset-only companion pack for Scene Forge. Code, credentials, target CAD packages and target-specific rendered datasets are intentionally not included.
License: CC BY-NC 4.0 — non-commercial. Read LICENSES.md and ATTRIBUTION.md. The CC0 materials/HDRIs retain their original CC0 permissions; this bundle does not remove those rights. This pack is not an unrestricted or commercial-use-cleared distribution.
Included
| Path | Contents | Component terms |
|---|---|---|
labels/natural_v2/ |
240 original generated labels, 10 layout families, font/version/hash manifest | CC BY-NC 4.0 |
authored/ |
8 authored USD models, 144 referenced/sibling texture files, loader catalog | Original DTC CC BY-NC 4.0 restrictions retained |
materials/cco_textures/ |
180 complete material-pack directories selected from the reviewed Scene Forge release | Original CC0 retained |
hdri/ |
Photo Studio 01, Aerodynamics Workshop, Residential Garden, at 2k | Poly Haven CC0 |
ASSET_MANIFEST.json |
Per-file SHA256, byte count, component and license | Metadata for verification |
SOURCES.json |
Pinned upstream sources, modification notes and HDRI attribution | See referenced sources |
The asset payload is approximately 4.38 GB. This is not the full upstream material library. It contains all files in the material packs selected from the reviewed release, including maps that the current renderer may not use.
Generated-label examples
Download
from huggingface_hub import snapshot_download
snapshot_download(
repo_id="TontonTremblay/scene-forge-assets",
repo_type="dataset",
local_dir="scene_forge_assets",
)
For reproducibility, pass a specific dataset commit as revision= and verify
files against ASSET_MANIFEST.json. Component-only downloads can use
allow_patterns, for example labels/** plus the manifest and license files.
Runtime paths for a Scene Forge checkout:
--label-bank scene_forge_assets/labels/natural_v2
--asset-catalog scene_forge_assets/authored/catalog.json
--textures scene_forge_assets/materials/cco_textures
--environment-hdri scene_forge_assets/hdri/photo_studio_01_2k.hdr
Choose an appropriate HDRI for the scene: the garden map is intended for outdoor context; the workshop map supplies industrial lighting/reflections. Supply your own target mesh and matching ordered model-frame keypoints separately.
Reproducibility scope
Authored USD files, their texture dependencies, the generated label bank and the three HDRIs are copied without altering the source bytes. The renderer may perform documented LOD/size normalization at runtime; those processed meshes are not silently substituted for the original files in this pack.
The PBR directory is a curated subset of a larger source catalog. Running a
seed against a different candidate catalog can select different materials.
Do not assume this subset reproduces the exact material draws of earlier runs
that indexed the complete catalog. The pinned full cco_textures.zip source
is linked in SOURCES.json for full-catalog reproduction (approximately 14 GB).
Important source-license conflict
The TontonTremblay/meta_assets_2k mirror declares CC BY 4.0, but identifies its
models as Digital Twin Catalog assets. The original Meta Digital Twin Catalog
project explicitly licenses its dataset and code under CC BY-NC 4.0.
This publication retains those original non-commercial restrictions rather than
relying on the mirror's less restrictive metadata. See the attribution and
original source links before use; separate permission may be needed for uses
outside the license.
Generated labels are fictional artwork, not product/evaluation photographs. Font binaries, third-party website preview images, HOPE/HANDal target models, scene snapshots containing those targets, private code and secrets are excluded. No warranty, endorsement or training-performance claim is made.
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