Prepoznava zračnih žepov v kompozitnih strukturah na osnovi obdelave slik s konvolucijskimi nevronskimi mrežami : magistrsko delo magistrskega študijskega programa II. stopnje Strojništvo

Faculty of Mechanical Engineering, Lj. (FSLJ)

Prepoznava zračnih žepov v kompozitnih strukturah na osnovi obdelave slik s konvolucijskimi nevronskimi mrežami : magistrsko delo magistrskega študijskega programa II. stopnje Strojništvo

Možina, Nejc, strojnik

Pri izdelavi kompozitnih izdelkov nastanejo zračni žepi, ki poslabšajo določene mehanske lastnosti kompozita. V nalogi je prikazan razvoj slikovnega sistema za pregledovanje kompozitnih izdelkov, ki ... vključuje osvetljevanje s strukturirano svetlobo, zajem slike osvetljene površine ter skeniranje izdelka. V nadaljevanju je zajet teoretični in eksperimentalni prikaz prepoznave zračnih žepov z uporabo konvolucijskih nevronskih mrež. Globoko učenje smo izvedli s pomočjo sistema YOLO, ki je namenjen prepoznavi objektov na slikah. Vsi pomožni programi za predobdelavo slik in ustvarjanje baze podatkov so bili razviti v programskem okolju Python. Končne uteži globokega učenja in delovanje zaznave zračnih žepov smo nato uspešno testirali na testnih slikah in ovrednotili dobljene rezultate.

Type of material - master's thesis ; adult, serious

Publication and manufacture - Ljubljana : [N. Možina ], 2021

Language - slovenian

COBISS.SI-ID - 70023683

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Call number – location, accession no. ...	Copy status	Reservation
MAG 0000000945 IN: 70000945 MAG 945 IN: 70000945	available - reading room

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Year	JCR	SNIP	JCR	SNIP	JCR	SNIP	JCR	SNIP

Links to authors' personal bibliographies	Links to information on researchers in the SICRIS system
Možina, Nejc, strojnik
Bračun, Drago	18327

Source: Personal bibliographies and: SICRIS

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