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master's thesis
Razvoj aplikacije za razvrstavanje otpada u ruralnim područjima
2020. urn:nbn:hr:166:247226
Mravak, Josip
University of Split
University of Split, Faculty of science
Department of Informatics

Cite this document

Mravak, J. (2020). Razvoj aplikacije za razvrstavanje otpada u ruralnim područjima (Master's thesis). Retrieved from https://urn.nsk.hr/urn:nbn:hr:166:247226

Mravak, Josip. "Razvoj aplikacije za razvrstavanje otpada u ruralnim područjima." Master's thesis, University of Split, University of Split, Faculty of science, 2020. https://urn.nsk.hr/urn:nbn:hr:166:247226

Mravak, Josip. "Razvoj aplikacije za razvrstavanje otpada u ruralnim područjima." Master's thesis, University of Split, University of Split, Faculty of science, 2020. https://urn.nsk.hr/urn:nbn:hr:166:247226

Mravak, J. (2020). 'Razvoj aplikacije za razvrstavanje otpada u ruralnim područjima', Master's thesis, University of Split, University of Split, Faculty of science, accessed 20 May 2022, https://urn.nsk.hr/urn:nbn:hr:166:247226

Mravak J. Razvoj aplikacije za razvrstavanje otpada u ruralnim područjima [Master's thesis]. Split: University of Split, University of Split, Faculty of science; 2020 [cited 2022 May 20] Available at: https://urn.nsk.hr/urn:nbn:hr:166:247226

J. Mravak, "Razvoj aplikacije za razvrstavanje otpada u ruralnim područjima", Master's thesis, University of Split, University of Split, Faculty of science, Split, 2020. Available at: https://urn.nsk.hr/urn:nbn:hr:166:247226

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Metadata
TitleRazvoj aplikacije za razvrstavanje otpada u ruralnim područjima
Title (english)Development of the Application for Waste Sorting in Rural Areas
AuthorJosip Mravak
MentorAndrina Granić (mentor)
Committee memberAndrina Granić (predsjednik povjerenstva)
Committee memberNikola Marangunić (član povjerenstva)
Committee memberJelena Nakić (član povjerenstva)
GranterUniversity of Split
University of Split, Faculty of science
(Department of Informatics)
Split
Defense date and country2020-09-22, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Diplomski rad adresira problematiku zbrinjavanja otpada razvojem aplikacije za razvrstavanje otpada u ruralnim područjima. U teorijskom dijelu rada ukratko se opisuje koncept sortiranja otpada, neke aktualne tehnologije njegovog zbrinjavanja kao i postojeći uređaji za sortiranje. Praktični dio rada usmjeren je dizajniranju, implementaciji i vrednovanju aplikacije za razvrstavanje otpada namijenjene stanovnicima ruralnih područja. Korištenjem objektiva kamere pametnih telefona ili prijenosnih računala te primjenom TensorFlow-a, aplikacija je u mogućnosti razlikovati stakleni, plastični i željezni otpad. Za treniranje modela strojnog učenja za prepoznavanje različitih vrsta otpada korišten je web alat Teachable Machine. U cilju dobivanja povratne informacije o lakoći i jednostavnosti korištenja razvijene aplikacije, provedeno je vrednovanje upotrebljivosti s relevantnim ispitnim korisnicima.
Abstract (english)
The thesis addresses the issue of waste disposal by developing an application for waste sorting in rural areas. The theoretical part of the paper briefly describes the concept of waste sorting, some current technologies for its disposal as well as existing sorting devices. The practical part of the paper is focused on the design, implementation and evaluation of waste sorting applications intended for residents of rural areas. By using the camera lens of smartphones or laptops and applying TensorFlow, the application is able to distinguish between glass, plastic and iron waste. The Teachable Machine web tool was used to train the machine learning model to identify different types of waste. In order to obtain feedback on the ease and simplicity of using the developed application, a usability evaluation was conducted with relevant test users.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:166:247226
Study programmeTitle: Computer Science; specializations in: major in teaching
Course: major in teaching
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra edukacije informatike (magistar/magistra edukacije informatike)
Type of resourceText
File originBorn digital
Access conditionsAccess restricted to authenticated users
Terms of useLicence In copyright icon
Created on2021-01-13 16:33:56