Pix2Prof: fast extraction of sequential information from galaxy imagery via a deep natural language 'captioning' model

Michael J. Smith, Nikhil Arora, Connor Stone +2

We present 'Pix2Prof', a deep learning model that can eliminate any manual steps taken when extracting galaxy profiles. We argue that a galaxy profile of any sort is conceptually s…