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undergraduate thesis
Sažimanje slika neuronskim mrežama
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. urn:nbn:hr:168:008932
Štruklec, Alen
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Štruklec, A. (2018). Sažimanje slika neuronskim mrežama (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:008932

Štruklec, Alen. "Sažimanje slika neuronskim mrežama." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. https://urn.nsk.hr/urn:nbn:hr:168:008932

Štruklec, Alen. "Sažimanje slika neuronskim mrežama." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. https://urn.nsk.hr/urn:nbn:hr:168:008932

Štruklec, A. (2018). 'Sažimanje slika neuronskim mrežama', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 18 November 2024, https://urn.nsk.hr/urn:nbn:hr:168:008932

Štruklec A. Sažimanje slika neuronskim mrežama [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2018 [cited 2024 November 18] Available at: https://urn.nsk.hr/urn:nbn:hr:168:008932

A. Štruklec, "Sažimanje slika neuronskim mrežama", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2018. Available at: https://urn.nsk.hr/urn:nbn:hr:168:008932

Metadata
TitleSažimanje slika neuronskim mrežama
Title (english)Image compression with neural networks
AuthorAlen Štruklec
MentorDomagoj Jakobović (mentor)
Committee memberDomagoj Jakobović (predsjednik povjerenstva)
Committee memberMarko Đurasević (član povjerenstva)
Committee memberDomagoj Alagić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2018-07-13, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U ovom radu prikazane su različite metode kompresije slika s naglaskom na kompresiju neuronskim mrežama. Proučene su neke specifičnosti neuronskih mreža i razrađeni su detalji algoritma gradijentnog spusta i stohastičkog gradijentnog spusta. Također je opisan model autoenkodera te razvijena implementacija konvolucijskog autoenkodera.
Abstract (english)
In this paper different methods of image compression with an emphasis on image compression with neural networks are shown. Some specifics of neural networks have beenstudiedanddetailsofthegradientdescentandstochasticgradientdescentalgorithmshavebeenelaborated. Also described is the autoencoder model and a conventional autoencoder model has been implemented.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:008932
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 on2019-03-14 01:27:42