xd-violence / README.md
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metadata
license: mit
dataset_info:
  - config_name: video
    features:
      - name: id
        dtype: string
      - name: path
        dtype: string
      - name: binary_target
        dtype:
          class_label:
            names:
              '0': Non-violence
              '1': Violence
      - name: multilabel_target
        sequence:
          class_label:
            names:
              '0': Normal
              '1': Fighting
              '2': Shooting
              '3': Riot
              '4': Abuse
              '5': Car accident
              '6': Explosion
      - name: frame_annotations
        sequence:
          - name: start
            dtype: int32
          - name: end
            dtype: int32
    splits:
      - name: train
        num_bytes: 782565
        num_examples: 3950
      - name: test
        num_bytes: 169505
        num_examples: 800
    download_size: 85510639707
    dataset_size: 952070
  - config_name: i3d_rgb
    features:
      - name: id
        dtype: string
      - name: feature
        dtype:
          array2_d:
            shape:
              - 2048
            dtype: float32
      - name: binary_target
        dtype:
          class_label:
            names:
              '0': Non-violence
              '1': Violence
      - name: multilabel_target
        sequence:
          class_label:
            names:
              '0': Normal
              '1': Fighting
              '2': Shooting
              '3': Riot
              '4': Abuse
              '5': Car accident
              '6': Explosion
      - name: frame_annotations
        sequence:
          - name: start
            dtype: int32
          - name: end
            dtype: int32
    splits:
      - name: train
        num_bytes: 10535081525
        num_examples: 19750
      - name: test
        num_bytes: 1512537525
        num_examples: 4000
    download_size: 12040668091
    dataset_size: 12047619050
  - config_name: swin_rgb
    features:
      - name: id
        dtype: string
      - name: feature
        dtype:
          array2_d:
            shape:
              - 768
            dtype: float32
      - name: binary_target
        dtype:
          class_label:
            names:
              '0': Non-violence
              '1': Violence
      - name: multilabel_target
        sequence:
          class_label:
            names:
              '0': Normal
              '1': Fighting
              '2': Shooting
              '3': Riot
              '4': Abuse
              '5': Car accident
              '6': Explosion
      - name: frame_annotations
        sequence:
          - name: start
            dtype: int32
          - name: end
            dtype: int32
    splits:
      - name: train
        num_bytes: 3954857525
        num_examples: 19750
      - name: test
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        num_examples: 4000
    download_size: 4515804091
    dataset_size: 4522755050
  - config_name: c3d_rgb
    features:
      - name: id
        dtype: string
      - name: feature
        dtype:
          array2_d:
            shape:
              - 4096
            dtype: float32
      - name: binary_target
        dtype:
          class_label:
            names:
              '0': Non-violence
              '1': Violence
      - name: multilabel_target
        sequence:
          class_label:
            names:
              '0': Normal
              '1': Fighting
              '2': Shooting
              '3': Riot
              '4': Abuse
              '5': Car accident
              '6': Explosion
      - name: frame_annotations
        sequence:
          - name: start
            dtype: int32
          - name: end
            dtype: int32
    splits:
      - name: train
        num_bytes: 41963220205
        num_examples: 19750
      - name: test
        num_bytes: 6014361825
        num_examples: 4000
    download_size: 47964799931
    dataset_size: 47977582030