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Phando/vqa_v2

This dataset, named vqa_v2, contains multiple features such as question type, multiple-choice answer, answer list (including answer, answer confidence, and answer ID), image ID, answer type, question ID, question, and image. The dataset is split into training, validation, and test parts, containing 443,757, 214,354, and 447,793 samples respectively. The download size is 34,818,002,031 bytes, and the total size is 171,555,262,245.114 bytes.

Updated 12/7/2023
hugging_face

Description

Dataset Overview

Dataset Configuration

  • Configuration Name: default
  • Data File Paths:
    • Training set: data/train-*
    • Validation set: data/validation-*
    • Test set: data/test-*

Dataset Information

  • Features:
    • question_type: string type
    • multiple_choice_answer: string type
    • answers: list type
      • answer: string type
      • answer_confidence: string type
      • answer_id: 64-bit integer type
    • image_id: 64-bit integer type
    • answer_type: string type
    • question_id: 64-bit integer type
    • question: string type
    • image: image type

Dataset Splits

  • Training set:
    • Bytes: 67692137168.704
    • Samples: 443,757
  • Validation set:
    • Bytes: 33693404566.41
    • Samples: 214,354
  • Test set:
    • Bytes: 70169720510.0
    • Samples: 447,793

Dataset Size

  • Download Size: 34818002031
  • Dataset Size: 171555262245.114

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Topics

Visual Question Answering
Computer Vision

Source

Organization: hugging_face

Created: Unknown

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