prikaz prve stranice dokumenta Duboke konvolucijske neuronske mreže za detekciju objekata u stvarnom vremenu
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master's thesis
Duboke konvolucijske neuronske mreže za detekciju objekata u stvarnom vremenu
2018. urn:nbn:hr:155:790614
Merčep, Maro
University of Dubrovnik
Department of Engineering and Technology

Cite this document

Merčep, M. (2018). Duboke konvolucijske neuronske mreže za detekciju objekata u stvarnom vremenu (Master's thesis). Dubrovnik: University of Dubrovnik. Retrieved from https://urn.nsk.hr/urn:nbn:hr:155:790614

Merčep, Maro. "Duboke konvolucijske neuronske mreže za detekciju objekata u stvarnom vremenu." Master's thesis, University of Dubrovnik, 2018. https://urn.nsk.hr/urn:nbn:hr:155:790614

Merčep, Maro. "Duboke konvolucijske neuronske mreže za detekciju objekata u stvarnom vremenu." Master's thesis, University of Dubrovnik, 2018. https://urn.nsk.hr/urn:nbn:hr:155:790614

Merčep, M. (2018). 'Duboke konvolucijske neuronske mreže za detekciju objekata u stvarnom vremenu', Master's thesis, University of Dubrovnik, accessed 23 April 2024, https://urn.nsk.hr/urn:nbn:hr:155:790614

Merčep M. Duboke konvolucijske neuronske mreže za detekciju objekata u stvarnom vremenu [Master's thesis]. Dubrovnik: University of Dubrovnik; 2018 [cited 2024 April 23] Available at: https://urn.nsk.hr/urn:nbn:hr:155:790614

M. Merčep, "Duboke konvolucijske neuronske mreže za detekciju objekata u stvarnom vremenu", Master's thesis, University of Dubrovnik, Dubrovnik, 2018. Available at: https://urn.nsk.hr/urn:nbn:hr:155:790614

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Metadata
TitleDuboke konvolucijske neuronske mreže za detekciju objekata u stvarnom vremenu
Title (english)The Deep Convolutional Neural Networks for Real-time Object Detection
AuthorMaro Merčep
MentorVedran Batoš (mentor)
MentorIvona Zakarija (mentor)
Committee memberIvan Grbavac (predsjednik povjerenstva)
Committee memberIvona Zakarija (član povjerenstva)
Committee memberVedran Batoš (član povjerenstva)
GranterUniversity of Dubrovnik
(Department of Engineering and Technology)
Dubrovnik
Defense date and country2018-05-30, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Data Processing
Abstract
Tema ovog rada su duboke konvolucijske neuronske mreže za detekciju objekata u stvarnom vremenu. Pojašnjen je pojam dubokog učenja kao podskup strojnog učenja i njegove primjene. Detaljno su objašnjene konvolucijske neuronske mreže i njihovo treniranje. Na kraju rada, kada su objašnjene potrebne teme, na studijskom primjeru se objašnjava You Only Look Once (YOLO) sustav za detekciju objekata.
Abstract (english)
The topic of this paper are the deep convolution neuronal networks for real-time object detection. The notion of deep learning is explained as a subset of machine learning and its application. Detailed description of the convolutional neural network and their training is explained. At the end of the work, when the necessary topics are explained, the case study explains the "You Only Look Once" (YOLO) system for detecting objects.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:155:790614
Study programmeTitle: Business Computing
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
Access conditionsAccess restricted to students and staff of home institution
Terms of useLicence In copyright icon
Created on2018-06-07 10:20:54