clevr-v1 / README.md
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metadata
dataset_info:
  features:
    - name: image
      dtype: image
    - name: image_index
      dtype: int32
    - name: image_filename
      dtype: string
    - name: num_objects
      dtype: int8
    - name: objects
      struct:
        - name: color
          list:
            class_label:
              names:
                '0': blue
                '1': brown
                '2': cyan
                '3': gray
                '4': green
                '5': purple
                '6': red
                '7': yellow
        - name: size
          list:
            class_label:
              names:
                '0': large
                '1': small
        - name: shape
          list:
            class_label:
              names:
                '0': cube
                '1': cylinder
                '2': sphere
        - name: material
          list:
            class_label:
              names:
                '0': metal
                '1': rubber
        - name: rotation
          list: float32
        - name: 3d_coords
          list:
            list: float32
            length: 3
        - name: pixel_coords
          list:
            list: float32
            length: 3
    - name: relationships
      struct:
        - name: behind
          list:
            list: int16
        - name: front
          list:
            list: int16
        - name: left
          list:
            list: int16
        - name: right
          list:
            list: int16
    - name: questions
      struct:
        - name: question
          list: string
        - name: answer
          list: string
        - name: question_index
          list: int32
        - name: question_family_index
          list: int32
        - name: program
          list:
            - name: function
              list:
                class_label:
                  names:
                    '0': count
                    '1': equal_color
                    '2': equal_integer
                    '3': equal_material
                    '4': equal_shape
                    '5': equal_size
                    '6': exist
                    '7': filter_color
                    '8': filter_material
                    '9': filter_shape
                    '10': filter_size
                    '11': greater_than
                    '12': intersect
                    '13': less_than
                    '14': query_color
                    '15': query_material
                    '16': query_shape
                    '17': query_size
                    '18': relate
                    '19': same_color
                    '20': same_material
                    '21': same_shape
                    '22': same_size
                    '23': scene
                    '24': union
                    '25': unique
            - name: inputs
              list:
                list: int8
            - name: value_inputs
              list:
                list: string
    - name: num_questions
      dtype: int16
  splits:
    - name: train
      num_bytes: 1917007
      num_examples: 10
    - name: val
      num_bytes: 1929877
      num_examples: 10
  download_size: 3872552
  dataset_size: 3846884
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: val
        path: data/val-*