Deep Learning Segmentation of Spiral Arms and Bars

Mike Walmsley, Ashley Spindler

We present the first deep learning model for segmenting galactic spiral arms and bars. In a blinded assessment by expert astronomers, our predicted spiral arm masks are preferred o…