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astro-ph.IM2025
Deep-TAO: The Deep Learning Transient Astronomical Object data set for Astronomical Transient Event Classification
John F. Suárez-Pérez, Catalina Gómez, Mauricio Neira +3
We present the Deep-learning Transient Astronomical Object (Deep-TAO), a dataset of 1,249,079 annotated images from the Catalina Real-time Transient Survey, including 3,807 transie…
astro-ph.IM2020★ 14 cited
MANTRA: A Machine Learning reference lightcurve dataset for astronomical transient event recognition
Mauricio Neira, Catalina Gómez, John F. Suárez-Pérez +5
We introduce MANTRA, an annotated dataset of 4869 transient and 71207 non-transient object lightcurves built from the Catalina Real Time Transient Survey. We provide public access…