Predicting bulge to total luminosity ratio of galaxies using deep learning

Harsh Grover, Omkar Bait, Yogesh Wadadekar +1

We present a deep learning model to predict the r-band bulge-to-total light ratio (B/T) of nearby galaxies using their multi-band JPEG images alone. Our Convolutional Neural Networ…