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undergraduate thesis
Detekcija i klasifikacija otpada na slici s kamere
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. urn:nbn:hr:168:344744
Ogrizek, Tin
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Ogrizek, T. (2024). Detekcija i klasifikacija otpada na slici s kamere (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:344744

Ogrizek, Tin. "Detekcija i klasifikacija otpada na slici s kamere." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. https://urn.nsk.hr/urn:nbn:hr:168:344744

Ogrizek, Tin. "Detekcija i klasifikacija otpada na slici s kamere." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. https://urn.nsk.hr/urn:nbn:hr:168:344744

Ogrizek, T. (2024). 'Detekcija i klasifikacija otpada na slici s kamere', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 29 November 2024, https://urn.nsk.hr/urn:nbn:hr:168:344744

Ogrizek T. Detekcija i klasifikacija otpada na slici s kamere [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2024 [cited 2024 November 29] Available at: https://urn.nsk.hr/urn:nbn:hr:168:344744

T. Ogrizek, "Detekcija i klasifikacija otpada na slici s kamere", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2024. Available at: https://urn.nsk.hr/urn:nbn:hr:168:344744

Metadata
TitleDetekcija i klasifikacija otpada na slici s kamere
Title (english)Waste Detection and Classification in Camera Image
AuthorTin Ogrizek
MentorTamara Petrović (mentor)
Committee memberTamara Petrović (član povjerenstva)
Committee memberMarijana Peti (član povjerenstva)
Committee memberRobert Milijaš (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2024-07-12, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Detection and classification of waste is a very important step in addressing many environmental issues. This paper studies this problem with the aim of training a custom image detection and classification model. The concept of convolutional neural networks, their structure and how they work are explained in this thesis. Also, the thesis reviews the most well-known algorithms for object detection, as well as the metrics used for evaluating trained models. It described the TACO dataset and describes the software requirements used for training an object detection model. The YOLO algorithm is used to train the models, and training is performed on two different datasets with the same intent. At the end of the thesis, the achieved results are described and analyzed.
Abstract (english)
Detection and classification of waste is a very important step in addressing many environmental issues. This paper studies this problem with the aim of training a custom image detection and classification model. The concept of convolutional neural networks, their structure and how they work are explained in this thesis. Also, the thesis reviews the most well-known algorithms for object detection, as well as the metrics used for evaluating trained models. It described the TACO dataset and describes the software requirements used for training an object detection model. The YOLO algorithm is used to train the models, and training is performed on two different datasets with the same intent. At the end of the thesis, the achieved results are described and analyzed
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:344744
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 on2024-10-12 21:42:56