README.md

metadata

dataset_info:
  features:
    - name: image
      dtype: image
    - name: answer
      dtype: string
    - name: question
      dtype: string
    - name: dataset
      dtype: string
  splits:
    - name: train
      num_bytes: 68688755.29
      num_examples: 1367
  download_size: 54973938
  dataset_size: 68688755.29
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
task_categories:
  - visual-question-answering
language:
  - fra
license: apache-2.0

Description

This dataset is a processed version of the VSR dataset by Liu, Emerson and Collier, particularly for a visual question answering task where answer is a caption.
We converted the images to PIL format (image column of the dataset); created 48 different questions in French (question column); and finally translated the original captions from English to French and used them as answers (answer column).

Citation

VSR

@misc{liu2023visualspatialreasoning,
      title={Visual Spatial Reasoning}, 
      author={Fangyu Liu and Guy Emerson and Nigel Collier},
      year={2023},
      eprint={2205.00363},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2205.00363}, 
}