ClaRAN Artificial intelligence bot trained to recognise galaxies
-
by
sisifolibre
"A highly-accurate catalogue produced by Radio Galaxy Zoo volunteers was used to train ClaRAN how to spot where the jets originate."
"ClaRAN itself is also open source and publicly available on GitHub."
Posted
-
by
zutopian
Radio Galaxy Zoo: ClaRAN - A Deep Learning Classifier for Radio Morphologies
Authors: Chen Wu, O. Ivy Wong, Lawrence Rudnick, Stanislav S. Shabala, Matthew J. Alger, Julie K. Banfield, Cheng Soon Ong, Sarah V. White, Avery F. Garon, Ray P. Norris, Heinz Andernach, Jean Tate, Vesna Lukic, Hongming Tang, Kevin Schawinski, Foivos I. Diakogiannis
(Submitted on 30 May 2018 (v1), last revised 29 Oct 2018 (this version, v2))
https://arxiv.org/abs/1805.12008One of the co-authors is a RGZ volunteer, namely Jean Tate! Congrats!
It seems to be the 1st paper, where she is listed as a co-author.Is there a related GZ blog post available? If not: Could one of the involved RGZ astronomers and/or Jean please write a blog post?
Posted
-
by
JeanTate
Indeed. It's now published, and as it's a Zooniverse-based paper, it's free to access from the MNRAS site, here.
Is there a related GZ blog post available?
No (unless someone wrote one in the last few hours).
If not: Could one of the involved RGZ astronomers and/or Jean please write a blog post?
That's be Ivy Wong, who's offline (not sure when she'll be back); I do not have the rights/whatever to write such blog posts (except when requested, and then I would appear as "guest", with the post under someone else's name/byline).
Posted
-
by
ivywong
scientist, admin
There is a slight delay due to my travel schedule. Here is the new blogpost: https://blog.galaxyzoo.org/2018/11/01/radio-galaxy-zoos-claran/
We also have a few more RGZ papers that are in the refereeing process and so we'll soon see some of these as well. It's been an incredible year for us, thanks to all of your help!
Posted