Convolutional Networks for Biomedical Image Segmentation — U-Net is one of the most famous image segmentation architectures. It was proposed in 2015 by Olaf Ronneberger, Philipp Fischer, Thomas Brox (University of Freiburg, Germany). [1] One should read the full paper to really relish the architechture. Following is an outlines treatment, suitable for beginners. An end-to-end segmentation technique…