ASCL.net

Astrophysics Source Code Library

Making codes discoverable since 1999

ASCL Code Record

[ascl:2203.027] Zoobot: Deep learning galaxy morphology classifier

Zoobot classifies galaxy morphology with Bayesian CNN. Deep learning models were trained on volunteer classifications; these models were able to both learn from uncertain volunteer responses and predict full posteriors (rather than point estimates) for what volunteers would have said. The code reproduces and improves Galaxy Zoo DECaLS automated classifications, and can be finetuned for new tasks.

Code site:
https://github.com/mwalmsley/zoobot
Used in:
https://ui.adsabs.harvard.edu/abs/2022MNRAS.509.3966W
Described in:
https://ui.adsabs.harvard.edu/abs/2022MNRAS.tmp..534W
Bibcode:
2022ascl.soft03027W

Views: 2457

ascl:2203.027
Add this shield to your page
Copy the above HTML to add this shield to your code's website.