20.500.12556/DKUM-72884 Uporaba strojnega vida v proizvodnih procesih živilske industrije magistrsko delo Usage of machine vision in production processes of the food industry Na podlagi študija literature je v nalogi predstavljena uporaba strojnega vida v živilski industriji. Kot primer uporabe strojnega vida je bil razvit lasten programski sistem za brezkontaktno kontrolo kakovosti krompirja. Sistem je bil učen na manjši testni bazi fotografij. Sistem v proizvodnem procesu sortira krompir glede velikosti, hkrati pa prepoznava nepravilnosti, kot so mehanske poškodbe, gniloba in podobno. Z razvitim sistemom je mogoče na tri načine kontrolirati kakovost krompirja: preko naložene fotografije, preko naloženega videa ali preko kamere. Za vse načine kontrole krompirja so predstavljeni rezultati testiranja. Based on the study of the literature, the usage of machine vision in the food industry is presented. As an example of usage of machine vision, an own software system has been developed for noncontact quality control of potatoes. System was trained on smaller photography database. System sorts potatoes in the production system based on the size, at the same time it detects irregularities, such as mechanical damage, rot and similar. A quality control of potato can be controlled with developed system on three ways; using uploaded photohpraphy, using uploaded video, or using camera. Results of testing are presented for all three ways of quality control. strojni vid proizvodni proces živilska industrija kontrola kakovosti sortiranje machine vision production process food industry quality control sorting true true false [G. Valek] Slovenski jezik Angleški jezik Magistrsko delo/naloga 2018-12-05 17:10:38 2019-02-11 12:02:40 2022-08-01 23:37:32 2019-08-23 03:45:57 2019 0 Maribor 0 Maribor XI, 57 f. 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.93:658.56(043.2) 22297366 URN:SI:UM:DK:HWQRT4DM MAG_Valek_Gregor_2019.pdf MAG_Valek_Gregor_2019.pdf 1 D2C4E103E1C42BF60426B50328E0601D cd840fc74369389f0deab8cbdab6ec0135985c56d58e572d2f57ccb7f27c6125 9731f92e-7c10-11eb-bb7a-00155d0001ca 20.500.12556/dkum/100cd5b9-1f55-4058-911a-86ec65383f90 https://dk.um.si/Dokument.php?lang=slv&id=132395 MAG_Valek_Gregor_2018.zip MAG_Valek_Gregor_2018.zip 1 2979EF69AD2D9676E13E7B47C27EB8FF 94764cce9bfa7bf559136d9c36f8317ede411720fdc8761daca853b1e6d3a9f5 8a8f432e-7c10-11eb-bb7a-00155d0001ca 20.500.12556/dkum/be6798ce-3ada-42ee-94cf-47c5c8afbf48 https://dk.um.si/Dokument.php?lang=slv&id=131862 Fakulteta za strojništvo 0 0 0