Datasets:
Add GSO WebDataset: 1030 objects, 43 shards (trimesh 4.12.2)
Browse files- LICENSE +20 -0
- README.md +103 -0
- data/gso-train-00000.tar +3 -0
- data/gso-train-00001.tar +3 -0
- data/gso-train-00002.tar +3 -0
- data/gso-train-00003.tar +3 -0
- data/gso-train-00004.tar +3 -0
- data/gso-train-00005.tar +3 -0
- data/gso-train-00006.tar +3 -0
- data/gso-train-00007.tar +3 -0
- data/gso-train-00008.tar +3 -0
- data/gso-train-00009.tar +3 -0
- data/gso-train-00010.tar +3 -0
- data/gso-train-00011.tar +3 -0
- data/gso-train-00012.tar +3 -0
- data/gso-train-00013.tar +3 -0
- data/gso-train-00014.tar +3 -0
- data/gso-train-00015.tar +3 -0
- data/gso-train-00016.tar +3 -0
- data/gso-train-00017.tar +3 -0
- data/gso-train-00018.tar +3 -0
- data/gso-train-00019.tar +3 -0
- data/gso-train-00020.tar +3 -0
- data/gso-train-00021.tar +3 -0
- data/gso-train-00022.tar +3 -0
- data/gso-train-00023.tar +3 -0
- data/gso-train-00024.tar +3 -0
- data/gso-train-00025.tar +3 -0
- data/gso-train-00026.tar +3 -0
- data/gso-train-00027.tar +3 -0
- data/gso-train-00028.tar +3 -0
- data/gso-train-00029.tar +3 -0
- data/gso-train-00030.tar +3 -0
- data/gso-train-00031.tar +3 -0
- data/gso-train-00032.tar +3 -0
- data/gso-train-00033.tar +3 -0
- data/gso-train-00034.tar +3 -0
- data/gso-train-00035.tar +3 -0
- data/gso-train-00036.tar +3 -0
- data/gso-train-00037.tar +3 -0
- data/gso-train-00038.tar +3 -0
- data/gso-train-00039.tar +3 -0
- data/gso-train-00040.tar +3 -0
- data/gso-train-00041.tar +3 -0
- data/gso-train-00042.tar +3 -0
- stats/processing_log.jsonl +0 -0
LICENSE
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Google Scanned Objects dataset repackaging
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Copyright 2020 Google LLC.
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This dataset is licensed under the Creative Commons Attribution 4.0 International (CC BY 4.0).
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To view a copy of this license, visit https://creativecommons.org/licenses/by/4.0/.
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Attribution
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-----------
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Source: Google Scanned Objects (https://goo.gle/scanned-objects)
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Original author: Google LLC <scanned-objects@google.com>
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You are free to share and adapt this material for any purpose, even
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commercially, under the following terms:
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- Attribution: You must give appropriate credit, provide a link to the
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license, and indicate if changes were made.
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Changes made in this repackaging: objects were extracted from their original
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zip archives, converted to a WebDataset layout, and each mesh was normalized
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into a self-contained GLB with trimesh (centered and scaled to a unit cube).
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Original obj/mtl/texture and render thumbnails are preserved.
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README.md
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---
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license: cc-by-4.0
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pretty_name: Google Scanned Objects (WebDataset)
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tags:
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- 3d
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- mesh
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- glb
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- webdataset
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- google-scanned-objects
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- trellis
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task_categories:
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- image-to-3d
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- text-to-3d
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size_categories:
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- 1K<n<10K
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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: data/*.tar
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---
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# Google Scanned Objects (WebDataset)
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A `load_dataset`-ready [WebDataset](https://github.com/webdataset/webdataset)
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packaging of the **Google Scanned Objects** dataset: high-quality 3D scans of common
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household items. Each object provides the original mesh/material/texture, five
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render thumbnails, structured metadata, and a **normalized GLB** produced with
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[`trimesh`](https://github.com/mikedh/trimesh) for direct use in 3D pipelines
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(e.g. TRELLIS-2 fine-tuning).
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- Objects: **1030**
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- Shards: **43** (`data/gso-train-*.tar`)
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- License: **Creative Commons Attribution 4.0 International** (cc-by-4.0)
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## Usage
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```python
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from datasets import load_dataset
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ds = load_dataset("suvadityamuk/google-scanned-objects", split="train")
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sample = ds[0]
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print(sample["json"]["name"], sample["json"]["category"])
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sample["texture.png"] # PIL.Image (diffuse texture)
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sample["thumbnail_0.jpg"] # PIL.Image (render)
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glb_bytes = sample["glb"] # bytes of a self-contained, normalized .glb
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```
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Streaming works too (no full download):
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```python
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ds = load_dataset("suvadityamuk/google-scanned-objects", split="train", streaming=True)
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sample = next(iter(ds))
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```
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> GLB is a recognized mesh extension in the `datasets` WebDataset builder, so
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> `glb` is loaded as a `Mesh` feature and rendered in the dataset viewer.
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> A recent `datasets` version is required for the `Mesh` feature.
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## Per-sample fields
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| field | type | description |
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|-------|------|-------------|
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| `obj` | bytes | original `model.obj` mesh |
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| `mtl` | bytes | original `model.mtl` material |
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| `texture.png` | Image | diffuse texture |
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| `glb` | Mesh | normalized, self-contained GLB (see below) |
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| `thumbnail_0.jpg` .. `thumbnail_4.jpg` | Image | 5 render thumbnails |
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| `json` | dict | metadata + `glb_processing` stats |
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The `json` field contains: `object_id`, `name`, `description`, `version`,
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`category`, `annotations` (e.g. `brand`, `gtin`, `sku`), `author`, `license`,
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`license_id`, `license_url`, `copyright`, `source`, `num_thumbnails_original`,
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and `glb_processing`.
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## GLB normalization (trimesh)
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Produced deterministically per object with `trimesh==4.12.2`:
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1. Copy `materials/textures/texture.png` next to the OBJ so the MTL's
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`map_Kd texture.png` resolves and the diffuse map binds.
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2. `trimesh.load(obj, process=False, force="mesh")` — preserves UVs, flattens
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to a single mesh.
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3. Translate the axis-aligned bounding-box center to the origin.
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4. Uniformly scale so the longest AABB edge is `1.0` (fits a unit cube).
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5. Preserve UVs (no vertex merge); recompute normals only if missing.
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6. Export a self-contained `.glb` with the texture embedded.
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Every object's exact transform (`applied_translation`, `applied_scale`),
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mesh stats (`vertices`, `faces`, `is_watertight`, `surface_area_normalized`,
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`orig_extents`, `final_extents`, `texture_size`, `glb_size_bytes`) and any
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`warnings` are recorded in `json["glb_processing"]` and aggregated in
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[`stats/processing_log.jsonl`](./stats/processing_log.jsonl).
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## License & attribution
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This dataset is a repackaging of the Google Scanned Objects dataset by Google LLC,
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licensed under [Creative Commons Attribution 4.0 International](https://creativecommons.org/licenses/by/4.0/) (`cc-by-4.0`).
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> "Google Scanned Objects", Copyright 2020 Google LLC, licensed under CC BY 4.0.
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You must give appropriate credit when using this data. See the `LICENSE` file
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and each object's `json["copyright"]` / `json["license"]` fields.
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