Dataset Open Access

RSVQAxBEN

Sylvain Lobry; Begüm Demir; Devis Tuia


JSON-LD (schema.org) Export

{
  "inLanguage": {
    "alternateName": "eng", 
    "@type": "Language", 
    "name": "English"
  }, 
  "description": "<p>Visual Question Answering is a new task that can facilitate the extraction of information from images through textual queries: it aims at answering an open-ended question formulated in natural language about a given image. In this work, we introduce a new dataset to tackle the task of visual question answering on remote sensing images: this large-scale, open access dataset extracts image/question/answer triplets from the BigEarthNet dataset.This new dataset contains close to 15 millions samples and is openly available</p>", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "LIPADE, Universit\u00e9 de Paris, Paris, France", 
      "@id": "https://orcid.org/0000-0003-4738-2416", 
      "@type": "Person", 
      "name": "Sylvain Lobry"
    }, 
    {
      "affiliation": "Technische Universit\u00e4t Berlin", 
      "@type": "Person", 
      "name": "Beg\u00fcm Demir"
    }, 
    {
      "affiliation": "Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne, Sion, Switzerland", 
      "@id": "https://orcid.org/0000-0003-0374-2459", 
      "@type": "Person", 
      "name": "Devis Tuia"
    }
  ], 
  "url": "https://zenodo.org/record/5084904", 
  "datePublished": "2021-07-14", 
  "version": "1.0", 
  "keywords": [
    "Visual Question Answering", 
    "Remote Sensing", 
    "Sentinel 2"
  ], 
  "@context": "https://schema.org/", 
  "distribution": [
    {
      "contentUrl": "https://zenodo.org/api/files/b9194e41-91e7-4f51-bf4c-58dbf8953aa3/Images.zip", 
      "encodingFormat": "zip", 
      "@type": "DataDownload"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/b9194e41-91e7-4f51-bf4c-58dbf8953aa3/LRBENanswers.json", 
      "encodingFormat": "json", 
      "@type": "DataDownload"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/b9194e41-91e7-4f51-bf4c-58dbf8953aa3/LRBENimages.json", 
      "encodingFormat": "json", 
      "@type": "DataDownload"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/b9194e41-91e7-4f51-bf4c-58dbf8953aa3/LRBENpeople.json", 
      "encodingFormat": "json", 
      "@type": "DataDownload"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/b9194e41-91e7-4f51-bf4c-58dbf8953aa3/LRBENquestions.json", 
      "encodingFormat": "json", 
      "@type": "DataDownload"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/b9194e41-91e7-4f51-bf4c-58dbf8953aa3/RSVQAxBEN_split_test_answers.json", 
      "encodingFormat": "json", 
      "@type": "DataDownload"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/b9194e41-91e7-4f51-bf4c-58dbf8953aa3/RSVQAxBEN_split_test_images.json", 
      "encodingFormat": "json", 
      "@type": "DataDownload"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/b9194e41-91e7-4f51-bf4c-58dbf8953aa3/RSVQAxBEN_split_test_questions.json", 
      "encodingFormat": "json", 
      "@type": "DataDownload"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/b9194e41-91e7-4f51-bf4c-58dbf8953aa3/RSVQAxBEN_split_train_answers.json", 
      "encodingFormat": "json", 
      "@type": "DataDownload"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/b9194e41-91e7-4f51-bf4c-58dbf8953aa3/RSVQAxBEN_split_train_images.json", 
      "encodingFormat": "json", 
      "@type": "DataDownload"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/b9194e41-91e7-4f51-bf4c-58dbf8953aa3/RSVQAxBEN_split_train_questions.json", 
      "encodingFormat": "json", 
      "@type": "DataDownload"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/b9194e41-91e7-4f51-bf4c-58dbf8953aa3/RSVQAxBEN_split_val_answers.json", 
      "encodingFormat": "json", 
      "@type": "DataDownload"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/b9194e41-91e7-4f51-bf4c-58dbf8953aa3/RSVQAxBEN_split_val_images.json", 
      "encodingFormat": "json", 
      "@type": "DataDownload"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/b9194e41-91e7-4f51-bf4c-58dbf8953aa3/RSVQAxBEN_split_val_questions.json", 
      "encodingFormat": "json", 
      "@type": "DataDownload"
    }
  ], 
  "identifier": "https://doi.org/10.5281/zenodo.5084904", 
  "@id": "https://doi.org/10.5281/zenodo.5084904", 
  "@type": "Dataset", 
  "name": "RSVQAxBEN"
}
764
4,264
views
downloads
All versions This version
Views 764723
Downloads 4,2644,258
Data volume 28.1 TB28.1 TB
Unique views 643622
Unique downloads 743740

Share

Cite as