Transfer learning for galaxy morphology from one survey to another
Deep learning (DL) algorithms for morphological classification of galaxies have proven very successful, mimicking (or even improving) visual classifications. However, these algorithms rely on large training samples of labelled galaxies (typically thousands of them). A key question for using DL classifications in future Big Data surveys is how much
Walker, A. R. et al.
Fecha de publicación:
3
2019