Naslov
Neural networks and their application for image recognition

Autori
Šimec, Alen ; Kostanjevac, Jurica ; Golubic, Lidija Tepeš

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), stručni

Izvornik
45 th Jubilee International Convention MIPRO Junior - Student Papers /SP / Karolj, Skala - Rijeka : Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO, 2022, 1750-1756

Skup
45th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO 2022)

Mjesto i datum
Opatija, Hrvatska, 23.05.2022. - 27.05.2022

Vrsta sudjelovanja
Poster

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
network, neural, artificial, perceptron, development, convolutional, web, application, OCR

Sažetak
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.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo, Informacijske i komunikacijske znanosti

POVEZANOST RADA