The flowchart from the developed deep learning approach determined by the U-Net for exact picture segmentation. With boundary uncertainty maps and primary input photographs, we retrain the U-Web for the wonderful segmentation of concentrate on objects and can receive a better performance, when compared with its coarse segmentation effectiveness.