| | --- |
| | 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}, |
| | } |
| | ``` |
