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Bc. Norbert Komiňák

Bachelor's thesis

Image Analysis Using Machine Learning Models

Image Analysis Using Machine Learning Models
Abstract:
Oblasť strojového videnia napreduje veľmi rýchlo a množstvo verejne dostupného výskumu, datasetov, nástrojov a pred-trénovaných modelov spoločne s ňou. Táto práca sa zaoberá výskumom dostupných modelov, ich kombinovaním do aplikácie a porovnaním s ich platenými náprotivkami. V práci najprv predstavíme základné pojmy a koncepty z oblastí strojového videnia a neurónových sietí. Potom vyberieme štyri …more
Abstract:
The computer vision field is advancing rapidly, and the amount of publicly available research, datasets, tools and pre-trained models with it. This thesis is concerned with the research of such models, their combined application and comparison with their paid counterparts. First, we introduce basic concepts in the computer vision and neural networks fields. Then four freely available models are picked …more
 

Keywords

Computer Vision Deep Learning Convolutional Neural Networks Image Analysis Computer Vision APIs
 
Language used: English
Date on which the thesis was submitted / produced: 25. 5. 2021
Identifier: https://is.muni.cz/th/o7q0i/

Thesis defence

  • Date of defence: 30. 6. 2021
  • Supervisor: RNDr. Jaromír Plhák, Ph.D.
  • Reader: Mgr. Ondřej Sotolář

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