Naslov
Traffic Signs Recognition using Machine Learning

Autori
Begić, Dominik

Vrsta, podvrsta i kategorija rada
Ocjenski radovi, diplomski rad, preddiplomski

Fakultet
Fakultet elektrotehnike i računarstva

Mjesto
Zagreb

Datum
09.07

Godina
2021

Stranica
37

Mentor
Bagić Babac, Marina

Ključne riječi
computer vision ; classification ; convolutional neural network ; machine learning

Sažetak
Traffic sign detection and recognition are one of the most popular topics of computer vision and image processing in recent years, as they play an important role in autonomous driving and traffic safety. A great variety of traffic signs are hard to be detected or classified especially if they are spoiled or the driving environment is complicated. In this thesis, the state-of-the-art methods for developing such a recognizer based on machine learning algorithms, are elaborated and discussed. The aim is to design and implement a recognizer that is able to detect and classify different types of traffic signs from images.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo

POVEZANOST RADA