Neural networks and their application for image recognition
A. Simec, J. Kostanjevac, Lidija Tepes Golubic · 2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO) · 2022
This paper will explain what an artificial neural network is and how it works in theory. To make it easier to explain how an artificial neural network works, the first part will explain the terminology, the idea behind neural networks and their role in machine learning. In the continuation of the paper, the development of neural networks will be presented, as well as the principle of operation of the most important models that will be used through examples, and special attention will have focus to explain the concepts of neural networks. Through various applications in the examples, we will analyze the architecture of neural networks on image recognition using web applications and explain the concepts of convolutional neural networks.