Object Detection as Gram Positive Cocci in Gram Stained Smear Images

Abstract

In this paper, we detect Gram positive cossi in Gram stained smear images as object detection. As detectors, we adopt Faster R-CNN, RetinaNet and YOLOv5. Then, we give experimental results for detecting Gram positive cocci, and the detection by YOLOv5 is more successful than that by Faster R-CNN and RetinaNet.