pixmo-points / README.md
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metadata
license: odc-by
dataset_info:
  features:
    - name: image_url
      dtype: string
    - name: image_sha256
      dtype: string
    - name: points
      list:
        - name: x
          dtype: float64
        - name: 'y'
          dtype: float64
    - name: label
      dtype: string
  splits:
    - name: train
      num_bytes: 449629539
      num_examples: 2057090
  download_size: 118044997
  dataset_size: 449629539
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*

PixMo-Points

PixMo-Points is a dataset of images paired with referring expressions and points marking the locations the referring expression refers to the image. It was collect using human annotators and contain a diverse range of points and expressions, with many high-frequency (10+) expression.

PixMo-Points is a part of the PixMo dataset collection and was used to provide the pointing capabilities of the Molmo family of models

Quick links:

Loading

pixmo_points_dataset = datasets.load_dataset("allenai/pixmo-points")

Data Format

Images are stored as URLs that will need to be downloaded separately. Image hashes are included to support double-checking that the downloaded image matches the annotated image. It can be checked like this:


License

This dataset is licensed under ODC-BY-1.0. It is intended for research and educational use in accordance with Ai2's Responsible Use Guidelines.