In this post we would like to show you some of the progress we have made in the use of deep neural networks in a small data scenario, instead of the typical presence of big data for deep learning. The example application is the segmentation of certain cell types in a transmission electron miscrocopy (TEM) image of a zebrafish (see image below). The image is freely available at nanotomy.org. The goal is to.. Read More