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} }