Vizualna kontrola pakiranja izdelkov na palete na osnovi konvolucijskih nevronskih mrež : magistrsko delo magistrskega študijskega programa II. stopnje Strojništvo

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Vizualna kontrola pakiranja izdelkov na palete na osnovi konvolucijskih nevronskih mrež : magistrsko delo magistrskega študijskega programa II. stopnje Strojništvo

Rostohar, Matej

V prehranski industriji se izdelki pogosto pakirajo na pladnje ali palate v 2D strukture na avtomatiziranih linijah, kjer se lahko poškodujejo. Problem detekcije slabih izdelkov je bil reševan z ... uporabo strojnega vida v kombinaciji z globokim učenjem. Zaradi velike variabilnosti napak in narave industrijske proizvodnje smo konvolucijsko nevronsko mrežo učili nenadzorovano. Ugotovljeno je bilo, da sistem za vizualno avtomatsko kontrolo produktov deluje dobro in uspešno loči dobre in slabe pakete. Sistem smo testirali na mirujočih objektih, in na paketih, ki so potovali po tekočem traku.

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

Publication and manufacture - Ljubljana : [M. Rostohar], 2022

Language - slovenian

COBISS.SI-ID - 120851715

Link(s):
Repository of the University of Ljubljana – RUL

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Other authors
Bračun, Drago | Vrabič, Rok

Availability in libraries

Library/institution	City	Acronym	For loan	Other holdings
Faculty of Mechanical Engineering, Ljubljana	Ljubljana	FSLJ	reading room 1 cop.

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Year	Impact factor		Edition		Category		Classification
Year	JCR	SNIP	JCR	SNIP	JCR	SNIP	JCR	SNIP

Links to authors' personal bibliographies	Links to information on researchers in the SICRIS system
Rostohar, Matej
Bračun, Drago	18327
Vrabič, Rok	30914

Source: Personal bibliographies and: SICRIS

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