Deep learning with small data

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.. Read More

Zoom and enhance…

We all know the score when it comes to surveillance in TV & Movies these days. Scene: The killer has all but got away with it until some upstart agent spots a smudge in a reflection… Agent: “Can you guys zoom in on that region” Tech: “Sure” Agent: “Now enhance it a little” Tech: “How’s that?” Agent: “…a little bit more…bingo! We’ve got him!” If you have no idea what.. Read More