|
--- |
|
dataset_info: |
|
features: |
|
- name: question |
|
dtype: string |
|
- name: answer |
|
dtype: string |
|
- name: image_id |
|
dtype: string |
|
- name: label |
|
dtype: int64 |
|
splits: |
|
- name: train |
|
num_bytes: 700662 |
|
num_examples: 9974 |
|
- name: test |
|
num_bytes: 174412 |
|
num_examples: 2494 |
|
download_size: 299109 |
|
dataset_size: 875074 |
|
configs: |
|
- config_name: default |
|
data_files: |
|
- split: train |
|
path: data/train-* |
|
- split: test |
|
path: data/test-* |
|
license: mit |
|
language: |
|
- en |
|
tags: |
|
- VQA |
|
pretty_name: 'VQA ' |
|
size_categories: |
|
- 100K<n<1M |
|
--- |
|
|
|
The dataset is available at: https://www.mpi-inf.mpg.de/departments/computer-vision-and-machine-learning/research/vision-and-language/visual-turing-challenge/ |
|
``` |
|
|
|
![image/png](https://cdn-uploads.huggingface.co/production/uploads/6290ec00a29097b211b94f0f/dDin_syScEqBKTOqg4svg.png) |
|
|
|
@INPROCEEDINGS{malinowski2014nips, |
|
author = {Malinowski, Mateusz and Fritz, Mario}, |
|
title = {A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input}, |
|
booktitle = {Advances in Neural Information Processing Systems 27}, |
|
editor = {Z. Ghahramani and M. Welling and C. Cortes and N.D. Lawrence and K.Q. Weinberger}, |
|
pages = {1682--1690}, |
|
year = {2014}, |
|
publisher = {Curran Associates, Inc.}, |
|
url = {http://papers.nips.cc/paper/5411-a-multi-world-approach-to-question-answering-about-real-world-scenes-based-on-uncertain-input.pdf} |
|
} |
|
``` |