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dc.contributor.authorRabbani, Rabbir Bin
dc.date.accessioned2020-09-27T19:02:02Z
dc.date.available2020-09-27T19:02:02Z
dc.date.issued2020
dc.identifier.urihttps://hdl.handle.net/11250/2679794
dc.descriptionMaster's thesis in Computer scienceen_US
dc.description.abstractWith the use of very high resolution (VHR) satellite images we can locate whales. In this thesis, I have experimented with different advanced architectures in Deep Learning to detect whales in satellite images. I have also showed how effective the models are at finding whales in comparatively lower resolution images. Finally, I have used this model to draw bounding boxes around the whales.en_US
dc.language.isoengen_US
dc.publisherUniversity of Stavanger, Norwayen_US
dc.relation.ispartofseriesMasteroppgave/UIS-TN-IDE/2020;
dc.subjectinformasjonsteknologien_US
dc.subjectMobileNeten_US
dc.subjectXceptionen_US
dc.subjectResNeten_US
dc.subjectDenseNeten_US
dc.subjectmaskinlæringen_US
dc.subjectdeep learningen_US
dc.subjectmachine learningen_US
dc.subjectclassificationen_US
dc.subjectconvolutional neural networksen_US
dc.subjectobject detectionen_US
dc.subjectwhalesen_US
dc.subjecthvalen_US
dc.subjectoceanographyen_US
dc.subjectcomputer scienceen_US
dc.subjectsatellite imagesen_US
dc.subjectsatelittbilderen_US
dc.titleAdvanced Deep Learning for Whale detection in VHR Satellite Imagesen_US
dc.typeMaster thesisen_US
dc.subject.nsiVDP::Teknologi: 500::Informasjons- og kommunikasjonsteknologi: 550en_US


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