task_categories:image-to-text task_ids:image-captioning language:vi language:en license:unknown coco coco-2017-vi Vietnamese arxiv:2002.00175 region:us
---
language:
  - vi
  - en
pretty_name: COCO 2017 image captions in Vietnamese
source-datasets:
  - ms coco
tags:
  - coco
  - coco-2017-vi
  - Vietnamese
license: unknown
task_categories:
  - image-to-text
task_ids:
  - image-captioning
---
# COCO 2017 image captions in Vietnamese

The dataset is firstly introduced in [dinhanhx/VisualRoBERTa](https://github.com/dinhanhx/VisualRoBERTa/tree/main). I use VinAI tools to translate [COCO 2027 image caption](https://cocodataset.org/#download) (2017 Train/Val annotations) from English to Vietnamese. Then we merge [UIT-ViIC](https://arxiv.org/abs/2002.00175) dataset into it. To load the dataset, one can take a look at [this code in VisualRoBERTa](https://github.com/dinhanhx/VisualRoBERTa/blob/main/src/data.py#L22-L100).

I provide both English original and Vietnamese version (including UIT-ViIC). 

⚠ Note:
- UIT-ViIC splits are originated from `en/captions_train2017.json`. Therefore, I combine all UIT-ViIC splits then I merge into `vi/captions_train2017_trans.json`. As a result, I get `captions_train2017_trans_plus.json`.
- `vi/captions_train2017_trans.json` and `vi/captions_val2017_trans.json` are VinAI-translated from the ones in `en/`.