coco_2017 / README.md
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metadata
dataset_info:
  features:
    - name: image_id
      dtype: int64
    - name: caption_id
      dtype: int64
    - name: caption
      dtype: string
    - name: height
      dtype: int64
    - name: width
      dtype: int64
    - name: file_name
      dtype: string
    - name: coco_url
      dtype: string
    - name: image
      dtype: image
  splits:
    - name: train
      num_bytes: 95110372499.827
      num_examples: 591753
    - name: validation
      num_bytes: 3666613561.754
      num_examples: 25014
    - name: test
      num_bytes: 6468072328.66
      num_examples: 40670
  download_size: 74303820184
  dataset_size: 105245058390.241
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: validation
        path: data/validation-*
      - split: test
        path: data/test-*

The COCO dataset without needing to run remote code, so it is compatible with datasets >= 4.0.0.