Automated species-level identification and segmentation of planktonic foraminifera using convolutional neural networks

Thomas M Marchitto Jr1, Ritayan Mitra2, Boxuan Zhong3, Qian Ge3, Bhargav Kanakiya3 and Edgar Lobaton3, (1)University of Colorado, INSTAAR & Geological Sciences, Boulder, CO, United States, (2)University of Colorado, INSTAAR, Boulder, CO, United States, (3)North Carolina State University, Dept. of Electrical and Computer Engineering, Raleigh, NC, United States