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undergraduate thesis
Pronalaženje objekata dvoprolaznim konvolucijskim modelima
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. urn:nbn:hr:168:655033
Bronić, Filip
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Bronić, F. (2018). Pronalaženje objekata dvoprolaznim konvolucijskim modelima (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:655033

Bronić, Filip. "Pronalaženje objekata dvoprolaznim konvolucijskim modelima." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. https://urn.nsk.hr/urn:nbn:hr:168:655033

Bronić, Filip. "Pronalaženje objekata dvoprolaznim konvolucijskim modelima." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. https://urn.nsk.hr/urn:nbn:hr:168:655033

Bronić, F. (2018). 'Pronalaženje objekata dvoprolaznim konvolucijskim modelima', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 02 October 2024, https://urn.nsk.hr/urn:nbn:hr:168:655033

Bronić F. Pronalaženje objekata dvoprolaznim konvolucijskim modelima [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2018 [cited 2024 October 02] Available at: https://urn.nsk.hr/urn:nbn:hr:168:655033

F. Bronić, "Pronalaženje objekata dvoprolaznim konvolucijskim modelima", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2018. Available at: https://urn.nsk.hr/urn:nbn:hr:168:655033

Metadata
TitlePronalaženje objekata dvoprolaznim konvolucijskim modelima
Title (english)Object Localization With Two-Stage Convolutional Models
AuthorFilip Bronić
MentorSiniša Šegvić (mentor)
Committee memberSiniša Šegvić (predsjednik povjerenstva)
Committee memberPetra Bevandić (član povjerenstva)
Committee memberMarin Oršić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2018-09-19, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U ovom radu se obavlja evaluacija Faster R-CNN arhitekture neuronske mreže za detekciju objekata na slikama. Faster R-CNN je građen od dvije mreže: mreže za predviđanje područja (eng. region proposal network, RPN) i mreže koja koristi ta područja za prepoznavanje objekata (eng. region-based convolutional neural network). Prikazana je arhitektura mreže i značajke koje je odvajaju od prijašnjih mreža za detekciju objekata. Mreža je evaluirana nad skupovima podataka VOC PASCAL 2007, KITTI i raznim osobno prikupljenim slikama.
Abstract (english)
Evaluation of Faster R-CNN object detection network is performed in this paper. Faster R-CNN is made from two networks: region proposal network (RPN) and a network using these proposals to detect objects. Shown within this paper are the architecture of this network and what separates it from previous object detection networks. This network is evaluated on datasets VOC PASCAL 2007, KITTI and various other collected images.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:655033
Study programmeTitle: Computing
Study programme type: university
Study level: undergraduate
Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
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Created on2019-03-13 19:22:50