Development of a Prototype of a Mobile Application for the Detection and Analysis of Malignant Neoplasms of the Skin Based on Computer Vision

Abstract

his article is devoted to the study of the possibility of implementing computer vision technology in the framework of using a mobile device camera to determine the type of neoplasm on the skin. The study involved a dataset of 70,000 photographs of various geometric parameters, color, shades, and symmetry. A comparative analysis of the use of a neural network as part of its training by a database of images and computer vision technology is given. The results on the use of mobile device resources when using two technologies are presented.