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Astrophysics Source Code Library

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Searching for codes credited to 'Boschman, L.'

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Found 1 code.

[submitted] astromorph: self-supervised machine learning pipeline for astronomical morphology analysis
Boschman, L.; Maya Lucas, O.; Bjerkeli, P.; Kainulainen, J.; Toribio, M. C.
astromorph performs an automatic classification of astronomical objects based on their morphology using machine learning in a self-supervised manner. Written in Python, the pipeline is an implementation for astronomical images in FITS-format files of the Boot-strap Your Own Latents (BYOL; Grill et al. 2020) method, which does not require labelling of the training data.