PanSTARRS DR1 Broad Morphology Catalog

This is a broad morphology (spiral or elliptical) catalog of images identified as galaxies from the first data release of PanSTARRS (PS1 DR1). Annotations were produced by a deep neural network based on the LeNet-5 architecture, and training labels were obtained using "superclean" Galaxy Zoo annotations.<br>The catalog contains labels for 1,662,190 images and has approximately 95% overall accuracy. The dataset is a csv file (with headers) containing the following columns:<b>objid</b> (string): The object ID of the image assigned by PanSTARRS.<b>ra</b> (float): The object's right ascension.<b>dec</b> (float): The object's declination.<b>prob_sp</b> (float): The probability of the galaxy being spiral.<b>prob_el</b> (float): The probability of the galaxy being elliptical.<b>spiral</b> (integer): If prob_sp is greater than prob_el, this is 1; otherwise, it is 0.<b>elliptical</b> (integer): If prob_el is greater than prob_sp, this is 1; otherwise, it is 0.