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Picture for Kyle W. Willett

Galaxy Zoo DECaLS: Detailed Visual Morphology Measurements from Volunteers and Deep Learning for 314,000 Galaxies


Feb 16, 2021
Mike Walmsley, Chris Lintott, Tobias Geron, Sandor Kruk, Coleman Krawczyk, Kyle W. Willett, Steven Bamford, William Keel, Lee S. Kelvin, Lucy Fortson, Karen L. Masters, Vihang Mehta, Brooke D. Simmons, Rebecca Smethurst, Elisabeth M. Baeten, Christine Macmillan

* First review received from MNRAS. Data at https://zenodo.org/record/4196267. Temporary interactive viewer at https://share.streamlit.io/mwalmsley/galaxy-poster/gz_decals_mike_walmsley.py 

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Rotation-invariant convolutional neural networks for galaxy morphology prediction


Mar 24, 2015
Sander Dieleman, Kyle W. Willett, Joni Dambre

* Accepted for publication in MNRAS. 20 pages, 14 figures 

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