Deep neural networks for retinal image analysis

U radu su predstavljene umjetne neuronske mreže i njihovo proširenje duboke neuronske mreže. Opisan je način rada, izgled arhitekture koja je korištena te su predstavljeni eksperimentalni rezultati. Cilj ovog rada bilo je segmentiranje krvnih žila iz slika očne pozadine. Za rad s mrežom korišten je radni okvir Caffe, dane su upute za njegovu instalaciju, objašnjeno korištenje te opisani njegovi slojevi i parametri. Na kraju su predočeni dobiveni rezultati s opisima i slikamaThis paper describes an artificial neural networks and their expansion, deep neural networks. In this article it is described mode, architecture layout that has been used, and experimental results were presented. The aim of this work was the segmentation of the blood vessels of the retina images. Caffe framework was used to operate with neural networks. In article instructions for its installation were given, way to use explained and its layers and parameters described. Finally, the results were presented with descriptions and pictures