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wit_base / dataset_infos.json
Mario Šaško
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{"wikimedia--wit_base": {"description": "Wikipedia-based Image Text (WIT) Dataset is a large multimodal multilingual dataset. \nIt contains more than six million images from Wikipedia articles in 100+ languages, which correspond to almost all captioned images in Google's version of the WIT dataset.\nImages are provided at a 300-px resolution, a size that is suitable for most of the learning frameworks used to classify and analyze images.\nThis version of the WIT dataset was released by Wikimedia Research team.\n", "citation": "@article{srinivasan2021wit,\n title={WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning},\n author={Srinivasan, Krishna and Raman, Karthik and Chen, Jiecao and Bendersky, Michael and Najork, Marc},\n journal={arXiv preprint arXiv:2103.01913},\n year={2021}\n}\n", "homepage": "https://techblog.wikimedia.org/2021/09/09/the-wikipedia-image-caption-matching-challenge-and-a-huge-release-of-image-data-for-research/", "license": "CC BY-SA 4.0 international license", "features": {"image": {"decode": true, "id": null, "_type": "Image"}, "image_url": {"dtype": "string", "id": null, "_type": "Value"}, "embedding": {"feature": {"dtype": "float64", "id": null, "_type": "Value"}, "length": 2048, "id": null, "_type": "Sequence"}, "metadata_url": {"dtype": "string", "id": null, "_type": "Value"}, "original_height": {"dtype": "int32", "id": null, "_type": "Value"}, "original_width": {"dtype": "int32", "id": null, "_type": "Value"}, "mime_type": {"dtype": "string", "id": null, "_type": "Value"}, "caption_attribution_description": {"dtype": "string", "id": null, "_type": "Value"}, "wit_features": {"feature": {"language": {"dtype": "string", "id": null, "_type": "Value"}, "page_url": {"dtype": "string", "id": null, "_type": "Value"}, "attribution_passes_lang_id": {"dtype": "bool", "id": null, "_type": "Value"}, "caption_alt_text_description": {"dtype": "string", "id": null, "_type": "Value"}, "caption_reference_description": {"dtype": "string", "id": null, "_type": "Value"}, "caption_title_and_reference_description": {"dtype": "string", "id": null, "_type": "Value"}, "context_page_description": {"dtype": "string", "id": null, "_type": "Value"}, "context_section_description": {"dtype": "string", "id": null, "_type": "Value"}, "hierarchical_section_title": {"dtype": "string", "id": null, "_type": "Value"}, "is_main_image": {"dtype": "bool", "id": null, "_type": "Value"}, "page_changed_recently": {"dtype": "bool", "id": null, "_type": "Value"}, "page_title": {"dtype": "string", "id": null, "_type": "Value"}, "section_title": {"dtype": "string", "id": null, "_type": "Value"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "wit", "config_name": "default", "version": {"version_str": "0.0.0", "description": null, "major": 0, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 329313891794, "num_examples": 6477255, "dataset_name": "wit_base"}}, "download_checksums": null, "download_size": 308150150366, "post_processing_size": null, "dataset_size": 329313891794, "size_in_bytes": 637464042160}}