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xd-violence

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xd-violence
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---
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
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    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
---