AnnotatorJ: an ImageJ plugin to ease hand annotation of cellular compartments

Abstract

To find objects on images automatically, first we must teach the computer how to recognize them by showing examples. The most robust of such methods use deep learning, needing a large annotated dataset to be efficient. We propose an ImageJ plugin, AnnotatorJ, a fast and easy-to-use annotation tool aiding manual hand-labeling with deep learning.