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description: >
  The GZ10 catalog from Leung et al. (2018) is a dataset of 17,736 galaxies with
  labels from the Galaxy Zoo 2 project.

  The catalog includes the following features for each galaxy: right ascension,
  declination, redshift, and a label from the Galaxy Zoo 2 project.
homepage: https://astronn.readthedocs.io/en/latest/galaxy10.html
version: 0.0.1
citation: |
  @article{walmsley2022galaxy,
    title={Galaxy Zoo DECaLS: Detailed visual morphology measurements from volunteers and deep learning for 314 000 galaxies},
    author={Walmsley, Mike and Lintott, Chris and G{'e}ron, Tobias and Kruk, Sandor and Krawczyk, Coleman and Willett, Kyle W and Bamford, Steven and Kelvin, Lee S and Fortson, Lucy and Gal, Yarin and others},
    journal={Monthly Notices of the Royal Astronomical Society},
    volume={509},
    number={3},
    pages={3966--3988},
    year={2022},
    publisher={Oxford University Press}
  }
dataset_info:
  config_name: gz10_rgb_images
  features:
    - name: gz10_label
      dtype: int32
    - name: redshift
      dtype: float32
    - name: object_id
      dtype: string
    - name: rgb_image
      dtype: image
    - name: rgb_pixel_scale
      dtype: float32
  splits:
    - name: train
      num_bytes: 2542724016
      num_examples: 17736
  download_size: 2535620959
  dataset_size: 2542724016
configs:
  - config_name: gz10_rgb_images
    data_files:
      - split: train
        path: gz10_rgb_images/train-*

Gz10 Dataset

MIT License

The GZ10 catalog from Leung et al. (2018) is a dataset of 17,736 galaxies with labels from the Galaxy Zoo 2 project. The catalog includes the following features for each galaxy: right ascension, declination, redshift, and a label from the Galaxy Zoo 2 project.

@article{walmsley2022galaxy, title={Galaxy Zoo DECaLS: Detailed visual morphology measurements from volunteers and deep learning for 314 000 galaxies}, author={Walmsley, Mike and Lintott, Chris and G{'e}ron, Tobias and Kruk, Sandor and Krawczyk, Coleman and Willett, Kyle W and Bamford, Steven and Kelvin, Lee S and Fortson, Lucy and Gal, Yarin and others}, journal={Monthly Notices of the Royal Astronomical Society}, volume={509}, number={3}, pages={3966--3988}, year={2022}, publisher={Oxford University Press} }