Real-bogus classification for the Zwicky Transient Facility using deep learning

Dmitry A Duev, Ashish Mahabal, Frank J Masci, Matthew J Graham, Ben Rusholme, Richard Walters, Ishani Karmarkar, Sara Frederick, Mansi M Kasliwal, Umaa Rebbapragada, and Charlotte Ward

Royal Astronomical Society, 2019

In this project, we present a convolutional neural network classifier for classifying real versus bogus data in astronomical images from the Zwicky Transients Facility (ZTF), a new robotic time-domain astronomical survey. (arxiv)

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