metadata

license: apache-2.0
tags:
  - vqa
  - visual-question-answering
  - multimodal
  - multilingual
  - aviation
  - pdf-processing
  - airline-industry
dataset_info:
  features:
    - name: image
      dtype: image
    - name: question
      dtype: string
    - name: answer
      dtype: string
    - name: language
      dtype: string
    - name: content_type
      dtype: string
    - name: quality_score
      dtype: float32
    - name: source_pdf
      dtype: string
    - name: page_number
      dtype: int32
    - name: company
      dtype: string
  splits:
    - name: train
      num_bytes: 12914896520.114
      num_examples: 22107
    - name: test
      num_bytes: 1397028711.779
      num_examples: 2457
  download_size: 14224540838
  dataset_size: 14311925231.893
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: test
        path: data/test-*

Airline Industry VQA Dataset

⚠️ Note: This dataset currently contains only the text data (questions). The images are being processed and will be added in a future update.

This dataset contains a comprehensive collection of visual question-answering (VQA) pairs generated from official documentation of 18 major airline companies.

About the Creator

I'm David Soeiro-Vuong, an engineering student specializing in Computer Science, Big Data, and AI, currently working as an apprentice at TW3 Partners, a company specialized in Generative AI.

🔗 Connect with me on LinkedIn

Dataset Overview

Total VQA Pairs: 24,564 question-answer pairs
Languages: 5 languages (German, English, Spanish, French, Italian)
Companies: 14 major airlines worldwide
Average Quality Score: 0.401

Airlines Included

Airbus (6,438 queries)
Air France-KLM (4,575 queries)
American Airlines (2,223 queries)
Lufthansa (1,764 queries)
Qatar Airways (1,689 queries)
Cathay Pacific (1,587 queries)
Delta Airlines (1,380 queries)
Emirates (1,026 queries)
Singapore Airlines (1,008 queries)
Korean Air (942 queries)
ANA (774 queries)
EasyJet (660 queries)
FrenchBee (444 queries)
Air Tahiti Nui (54 queries)

Language Distribution

French (FR): 4,971 queries
English (EN): 4,941 queries
Italian (IT): 4,926 queries
German (DE): 4,920 queries
Spanish (ES): 4,806 queries

Related Datasets

For the text-only version optimized for query generation tasks, see: Davidsv/airline-industry-queries

License

Apache 2.0