The Registry of Open Data on AWS is now available on AWS Data Exchange
All datasets on the Registry of Open Data are now discoverable on AWS Data Exchange alongside 3,000+ existing data products from category-leading data providers across industries. Explore the catalog to find open, free, and commercial data sets. Learn more about AWS Data Exchange

Astrophysics Division Galaxy Morphology Benchmark Dataset

astronomy machine learning NASA SMD AI satellite imagery

Description

Hubble Space Telescope imaging data and associated identification labels for galaxy morphology derived from citizen scientist labels from the Galaxy Zoo: Hubble project.

Update Frequency

No updates

License

There are no restrictions on the use of this data.

Documentation

https://github.com/erinleeryan/nasa_astro_aiml/tree/main/galaxymorphology

Managed By

See all datasets managed by NASA.

Contact

Roopesh.Ojha@nasa.gov

How to Cite

Astrophysics Division Galaxy Morphology Benchmark Dataset was accessed on DATE from https://registry.opendata.aws/apd_galaxymorph.

Usage Examples

Publications
  • Galaxy Zoo: morphological classifications for 120 000 galaxies in HST legacy imaging by Kyle W. Willett, Melanie A. Galloway, Steven P. Bamford, Chris J. Lintott, Karen L. Masters, Claudia Scarlata, B. D. Simmons, Melanie Beck, Carolin N. Cardamone, Edmond Cheung, Edward M. Edmondson, Lucy F. Fortson, Roger L. Griffith, Boris Häußler, Anna Han, Ross Hart, Thomas Melvin, Michael Parrish, Kevin Schawinski, R. J. Smethurst, Arfon M. Smith

Resources on AWS

  • Description
    NASA APD Galaxy Morphology dataset
    Resource type
    S3 Bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::nasa-apd-galaxymorph
    AWS Region
    us-west-2
    AWS CLI Access (No AWS account required)
    aws s3 ls --no-sign-request s3://nasa-apd-galaxymorph/

Edit this dataset entry on GitHub

Tell us about your project

Home