| --- |
| license: cc-by-4.0 |
| pretty_name: Amazon Berkeley Objects |
| tags: |
| - computer-vision |
| - image-retrieval |
| - product-catalog |
| - hierarchy |
| - 3d |
| configs: |
| - config_name: listings |
| data_files: |
| - split: train |
| path: data/listings/*.parquet |
| - config_name: images |
| data_files: |
| - split: train |
| path: data/images/*.parquet |
| - config_name: spins |
| data_files: |
| - split: train |
| path: data/spins/*.parquet |
| - config_name: 3dmodels |
| data_files: |
| - split: train |
| path: data/3dmodels/*.parquet |
| --- |
| |
| # Amazon Berkeley Objects |
|
|
| This is a Hugging Face metadata mirror of the Amazon Berkeley Objects dataset |
| for reproducible research and HyperView demos. The original dataset is provided |
| by Amazon.com and UC Berkeley. |
|
|
| This mirror stores metadata tables and official S3 asset URLs. It does not |
| duplicate catalog images, turntable images, or 3D models as binary files. |
|
|
| ## Load |
|
|
| ```python |
| from datasets import load_dataset |
| |
| listings = load_dataset("hyper3labs/amazon-berkeley-objects", "listings", split="train") |
| images = load_dataset("hyper3labs/amazon-berkeley-objects", "images", split="train") |
| spins = load_dataset("hyper3labs/amazon-berkeley-objects", "spins", split="train") |
| models = load_dataset("hyper3labs/amazon-berkeley-objects", "3dmodels", split="train") |
| ``` |
|
|
| ## Tables |
|
|
| - `listings`: all product listings with normalized hierarchy columns and |
| `raw_listing_json` preserving the original listing object. |
| - `images`: full image metadata with official small and original image URLs. |
| - `spins`: full spin / 360-degree view metadata with official image URLs. |
| - `3dmodels`: full 3D model metadata with official GLB URLs. |
|
|
| ## Added convenience columns |
|
|
| The `listings` table adds: |
|
|
| - `title` |
| - `brand` |
| - `color` |
| - `style` |
| - `product_type` |
| - `product_type_readable` |
| - `node_paths` |
| - `department` |
| - `hierarchy_path` |
| - `main_image_path` |
| - `main_image_url` |
|
|
| ## License |
|
|
| Amazon Berkeley Objects is licensed under Creative Commons Attribution 4.0 |
| International (CC BY 4.0). |
|
|
| Users must read and comply with the original ABO license and attribution |
| requirements before using the data. |
|
|
| Official dataset page: |
| https://amazon-berkeley-objects.s3.amazonaws.com/index.html |
|
|
| AWS Open Data Registry: |
| https://registry.opendata.aws/amazon-berkeley-objects/ |
|
|
| ## Attribution |
|
|
| Credit for the data, including all images and 3D models, must be given to |
| Amazon.com. |
|
|
| Credit for building the dataset, archives, and benchmark sets must be given to |
| Matthieu Guillaumin, Thomas Dideriksen, Kenan Deng, Himanshu Arora, Jasmine |
| Collins, and Jitendra Malik, with the complete author list in the ABO paper and |
| official documentation. |
|
|
