add dataset card with explicit CC BY 4.0 licensing
Browse files
README.md
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---
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license: cc-by-4.0
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pretty_name: Amazon Berkeley Objects (ABO)
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source_datasets:
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- original
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task_categories:
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- image-classification
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- image-to-3d
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tags:
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- amazon
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- products
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- 3d
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- images
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- ecommerce
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- abo
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configs:
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- config_name: mvr
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data_files:
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- split: train
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path: mvr/train-*.parquet
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- config_name: listings
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data_files:
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- split: train
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path: listings/train-*.parquet
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- config_name: part_labels
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data_files:
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- split: train
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path: part_labels/train-*.parquet
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- config_name: images_small
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data_files:
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- split: train
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path: images_small/train-*.parquet
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- config_name: spins
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data_files:
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- split: train
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path: spins/train-*.parquet
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- config_name: images_original
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data_files:
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- split: train
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path: images_original/train-*.parquet
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- config_name: models_3d
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data_files:
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- split: train
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path: models_3d/train-*.parquet
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- config_name: benchmark_material
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data_files:
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- split: train
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path: benchmark_material/train-*.parquet
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- config_name: objects
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default: true
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data_files:
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- split: train
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path: objects/train-*.parquet
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---
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# Amazon Berkeley Objects (ABO)
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A Hugging Face packaging of the **Amazon Berkeley Objects (ABO)** dataset. The
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data content is the official CC BY 4.0 release from
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<https://amazon-berkeley-objects.s3.amazonaws.com/index.html>. This mirror
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changes only the packaging: metadata and media are grouped into typed Parquet
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shards using the `datasets` `Image()` and `Mesh()` features so the Hugging Face
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Dataset Viewer and `datasets` streaming APIs can consume them.
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## Configs
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| Config | Row unit | Main fields |
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| --- | --- | --- |
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| `objects` (default) | One product | Listing summary, foreign keys, modality flags |
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| `listings` | One product listing | Typed fields plus lossless `raw_listing_json` |
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| `images_small` | One catalog image | 256 px `Image()`, `image_id`, dimensions, path |
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| `images_original` | One catalog image | Original-resolution `Image()`, dimensions, path |
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| `spins` | One turntable frame | `Image()`, `spin_id`, `image_id`, `azimuth` |
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| `models_3d` | One 3D product | Native `Mesh()` GLB and geometry/material stats |
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| `part_labels` | One part mesh | Byte-exact `source_obj` plus converted `Mesh()` GLB |
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| `benchmark_material` | One model-viewpoint file | Render/material `Image()` or EXR `blob`, `kind` |
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| `mvr` | One retrieval example | Official CVPR22 multi-view-retrieval split columns |
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Native 3D preview uses the `Mesh()` feature and requires a recent `datasets`
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release with mesh support.
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## Licensing
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This work is licensed under the **Creative Commons Attribution 4.0 International
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Public License (CC BY 4.0)**. A verbatim copy is provided in
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[`LICENSE-CC-BY-4.0.txt`](./LICENSE-CC-BY-4.0.txt); see also
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<https://creativecommons.org/licenses/by/4.0/>.
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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. You may do so in any reasonable
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manner, but not in any way that suggests the licensor endorses you or your use.
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- **No additional restrictions** — You may not apply legal terms or
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technological measures that legally restrict others from doing anything the
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license permits.
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**Changes made:** the original release was repackaged into typed Parquet shards
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(`Image()`/`Mesh()` features) for the Hugging Face Dataset Viewer and
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`datasets`. No underlying data content was altered.
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> Note: the source S3 bucket root also contains a `LICENSE-CC-BY-NC-4.0.txt`
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> file, but the official ABO download page licenses the released archives under
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> **CC BY 4.0**, which is the license applied and mirrored here.
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## Attribution
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Credit for the data, including all images and 3D models, must be given to:
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> Amazon.com
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Credit for building the dataset, archives and benchmark sets must be given to:
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> Matthieu Guillaumin (Amazon.com), Thomas Dideriksen (Amazon.com),
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> Kenan Deng (Amazon.com), Himanshu Arora (Amazon.com), Arnab Dhua (Amazon.com),
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> Xi (Brian) Zhang (Amazon.com), Tomas Yago-Vicente (Amazon.com),
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> Jasmine Collins (UC Berkeley), Shubham Goel (UC Berkeley),
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> Jitendra Malik (UC Berkeley).
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No endorsement by Amazon.com or UC Berkeley of this mirror is claimed or implied.
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## Citation
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```bibtex
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@article{collins2022abo,
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title={ABO: Dataset and Benchmarks for Real-World 3D Object Understanding},
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author={Collins, Jasmine and Goel, Shubham and Deng, Kenan and Luthra, Achleshwar and
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Xu, Leon and Gundogdu, Erhan and Zhang, Xi and Yago Vicente, Tomas F and
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Dideriksen, Thomas and Arora, Himanshu and Guillaumin, Matthieu and
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Malik, Jitendra},
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journal={CVPR},
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year={2022}
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}
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```
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