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Browsing by Author "Courteau, Stéphane"
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Pix2Prof: fast extraction of sequential information from galaxy imagery via a deep natural language ‘captioning’ model
Smith, Michael J; Arora, Nikhil; Stone, Connor; Courteau, Stéphane; Geach, James E (2021-02-01)We present ‘Pix2Prof’, a deep learning model that can eliminate any manual steps taken when measuring galaxy profiles. We argue that a galaxy profile of any sort is conceptually similar to a natural language image caption. ...