|
--- |
|
dataset_info: |
|
features: |
|
- name: cocoid |
|
dtype: int64 |
|
- name: filename |
|
dtype: string |
|
- name: en |
|
sequence: string |
|
- name: image |
|
dtype: image |
|
splits: |
|
- name: train |
|
num_bytes: 13605159347.001 |
|
num_examples: 82783 |
|
- name: val |
|
num_bytes: 801690793 |
|
num_examples: 5000 |
|
- name: restval |
|
num_bytes: 5049338394.68 |
|
num_examples: 30504 |
|
- name: test |
|
num_bytes: 813542515 |
|
num_examples: 5000 |
|
download_size: 20113783282 |
|
dataset_size: 20269731049.681 |
|
configs: |
|
- config_name: default |
|
data_files: |
|
- split: train |
|
path: data/train-* |
|
- split: val |
|
path: data/val-* |
|
- split: restval |
|
path: data/restval-* |
|
- split: test |
|
path: data/test-* |
|
license: cc-by-4.0 |
|
task_categories: |
|
- text-to-image |
|
- image-to-text |
|
language: |
|
- en |
|
size_categories: |
|
- 100K<n<1M |
|
--- |
|
|
|
# Common Objects in Context (COCO) Dataset |
|
|
|
This dataset is English captions of [COCO](https://cocodataset.org/) dataset. |
|
|
|
The splits in this dataset is set according to [Andrej Karpathy's split](https://www.kaggle.com/datasets/shtvkumar/karpathy-splits) from `dataset_coco.json` file. The collection was created specifically for simplicity of use in training and evaluation pipeline by non-commercial and research purposes. The COCO images dataset is licensed under a Creative Commons Attribution 4.0 License. |
|
|
|
# Reference |
|
|
|
``` |
|
@misc{lin2015microsoftcococommonobjects, |
|
title={Microsoft COCO: Common Objects in Context}, |
|
author={Tsung-Yi Lin and Michael Maire and Serge Belongie and Lubomir Bourdev and Ross Girshick and James Hays and Pietro Perona and Deva Ramanan and C. Lawrence Zitnick and Piotr Dollár}, |
|
year={2015}, |
|
eprint={1405.0312}, |
|
archivePrefix={arXiv}, |
|
primaryClass={cs.CV}, |
|
url={https://arxiv.org/abs/1405.0312}, |
|
} |
|
``` |
