Deblending and Classifying Astronomical Sources with Mask R-CNN Deep Learning

Colin J. Burke, Patrick D. Aleo, Yu-Ching Chen +4

We apply a new deep learning technique to detect, classify, and deblend sources in multi-band astronomical images. We train and evaluate the performance of an artificial neural net…