Datasetpublic

matthieulel/galaxy_mnist

Dataset GZMNIST Dataset create from Mike Walmsley repo : https://github.com/mwalmsley/galaxy_mnist Contains 10,000 images of galaxies, only HiRes 3x224x224. Confidently labelled by Galaxy Zoo volunteers as belonging to one of four morphology classes. Classes 0 : 'smooth and round' 1 : 'smooth and cigar-shaped' 2 : 'edge-on-disk' 3 : 'unbarred spiral Data from / Citation : Walmsley et al.(2022) - 2022MNRAS.509.3966W Walmsley, M. and 17 colleagues… See the full description on the dataset page: https://huggingface.co/datasets/matthieulel/galaxy_mnist.

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Dataset Card

Dataset GZMNIST

Dataset create from Mike Walmsley repo : https://github.com/mwalmsley/galaxy_mnist Contains 10,000 images of galaxies, only HiRes 3x224x224. Confidently labelled by Galaxy Zoo volunteers as belonging to one of four morphology classes.

Classes

—0 : 'smooth and round'
—1 : 'smooth and cigar-shaped'
—2 : 'edge-on-disk'
—3 : 'unbarred spiral

Data from / Citation :

Walmsley et al.(2022) - 2022MNRAS.509.3966W Walmsley, M. and 17 colleagues 2022. Galaxy Zoo DECaLS: Detailed visual morphology measurements from volunteers and deep learning for 314 000 galaxies. Monthly Notices of the Royal Astronomical Society 509, 3966–3988. doi:10.1093/mnras/stab2093