Datasets:
Tasks:
Sentence Similarity
Modalities:
Text
Formats:
json
Sub-tasks:
semantic-similarity-classification
Languages:
English
Size:
10K - 100K
ArXiv:
License:
| license: mit | |
| language: | |
| - en | |
| paperswithcode_id: embedding-data/coco_captions | |
| pretty_name: coco_captions | |
| # Dataset Card for "coco_captions" | |
| ## Table of Contents | |
| - [Dataset Description](#dataset-description) | |
| - [Dataset Summary](#dataset-summary) | |
| - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) | |
| - [Languages](#languages) | |
| - [Dataset Structure](#dataset-structure) | |
| - [Data Instances](#data-instances) | |
| - [Data Fields](#data-fields) | |
| - [Data Splits](#data-splits) | |
| - [Dataset Creation](#dataset-creation) | |
| - [Curation Rationale](#curation-rationale) | |
| - [Source Data](#source-data) | |
| - [Annotations](#annotations) | |
| - [Personal and Sensitive Information](#personal-and-sensitive-information) | |
| - [Considerations for Using the Data](#considerations-for-using-the-data) | |
| - [Social Impact of Dataset](#social-impact-of-dataset) | |
| - [Discussion of Biases](#discussion-of-biases) | |
| - [Other Known Limitations](#other-known-limitations) | |
| - [Additional Information](#additional-information) | |
| - [Dataset Curators](#dataset-curators) | |
| - [Licensing Information](#licensing-information) | |
| - [Citation Information](#citation-information) | |
| - [Contributions](#contributions) | |
| ## Dataset Description | |
| - **Homepage:** [https://cocodataset.org/#home](https://cocodataset.org/#home) | |
| - **Repository:** [https://github.com/cocodataset/cocodataset.github.io](https://github.com/cocodataset/cocodataset.github.io) | |
| - **Paper:** [More Information Needed](https://arxiv.org/abs/1405.0312) | |
| - **Point of Contact:** [[email protected]]([email protected]) | |
| - **Size of downloaded dataset files:** | |
| - **Size of the generated dataset:** | |
| - **Total amount of disk used:** 6.32 MB | |
| ### Dataset Summary | |
| COCO is a large-scale object detection, segmentation, and captioning dataset. COCO has several features: | |
| - Object segmentation | |
| - Recognition in context | |
| - Superpixel stuff segmentation | |
| - 330K images (>200K labeled) | |
| - 1.5 million object instances | |
| - 80 object categories | |
| - 91 stuff categories | |
| - 5 captions per image | |
| - 250,000 people with keypoints | |
| Disclaimer: The team releasing COCO did not upload the dataset to the Hub and did not write a dataset card. | |
| These steps were done by the Hugging Face team. | |
| ### Supported Tasks and Leaderboards | |
| [More Information Needed](https://cocodataset.org/#home) | |
| ### Languages | |
| [More Information Needed](https://cocodataset.org/#home) | |
| ## Dataset Structure | |
| [More Information Needed](https://cocodataset.org/#format-data) | |
| ### Data Instances | |
| [More Information Needed](https://cocodataset.org/#format-data) | |
| ### Data Splits | |
| [More Information Needed](https://cocodataset.org/#format-data) | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| [More Information Needed](https://cocodataset.org/#home) | |
| ### Source Data | |
| #### Initial Data Collection and Normalization | |
| [More Information Needed](https://cocodataset.org/#home) | |
| #### Who are the source language producers? | |
| [More Information Needed](https://cocodataset.org/#home) | |
| ### Annotations | |
| #### Annotation process | |
| [More Information Needed](https://cocodataset.org/#home) | |
| #### Who are the annotators? | |
| [More Information Needed](https://cocodataset.org/#home) | |
| ### Personal and Sensitive Information | |
| [More Information Needed](https://cocodataset.org/#home) | |
| ## Considerations for Using the Data | |
| ### Social Impact of Dataset | |
| [More Information Needed](https://cocodataset.org/#home) | |
| ### Discussion of Biases | |
| [More Information Needed](https://cocodataset.org/#home) | |
| ### Other Known Limitations | |
| [More Information Needed](https://cocodataset.org/#home) | |
| ## Additional Information | |
| ### Dataset Curators | |
| [More Information Needed](https://cocodataset.org/#home) | |
| ### Licensing Information | |
| The annotations in this dataset along with this website belong to the COCO Consortium | |
| and are licensed under a [Creative Commons Attribution 4.0 License](https://creativecommons.org/licenses/by/4.0/legalcode) | |
| ### Citation Information | |
| [More Information Needed](https://cocodataset.org/#home) | |
| ### Contributions | |
| Thanks to: | |
| - Tsung-Yi Lin - Google Brain | |
| - Genevieve Patterson - MSR, Trash TV | |
| - Matteo R. - Ronchi Caltech | |
| - Yin Cui - Google | |
| - Michael Maire - TTI-Chicago | |
| - Serge Belongie - Cornell Tech | |
| - Lubomir Bourdev - WaveOne, Inc. | |
| - Ross Girshick - FAIR | |
| - James Hays - Georgia Tech | |
| - Pietro Perona - Caltech | |
| - Deva Ramanan - CMU | |
| - Larry Zitnick - FAIR | |
| - Piotr Dollár - FAIR | |
| for adding this dataset. | |