Naslov
Diagram Reverse Engineering Using Computer Vision

Autori
Šikač, Patrik Noah

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

Fakultet
Fakultet organizacije i informatike

Mjesto
Varaždin

Datum
26.09

Godina
2022

Stranica
45

Mentor
Okreša Đurić, Bogdan ; Schatten, Markus

Ključne riječi
computer vision ; machine learning ; artificial intelligence ; REST API ; convolutional neural networks, OpenCV

Sažetak
This thesis describes the use of computer vision to recognize shapes and text from images depicting diagrams. The theoretical part of the thesis introduces basic concepts that serve as a foundation to the implementation of the practical part of the thesis. The practical part of the thesis consists of developing a Web application, which comprises a Web client and server. The client is a diagram editor capable of sending an image to the server to be interpreted. Images sent to the server are analyzed with OpenCV, a computer vision library, and a convolutional neural network model.

Izvorni jezik
Engleski

Znanstvena područja
Informacijske i komunikacijske znanosti

POVEZANOST RADA