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Publication:
Improved YOLO architectures for efficient and accurate object detection in aerial images

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dc.contributor.advisorOnbaşlı, Mehmet Cengiz
dc.contributor.kuauthorCinkavuk, Tuna Eren
dc.contributor.programElectrical and Electronics Engineering
dc.contributor.refereeYemez, Yücel
dc.contributor.refereeYüksel, Heba
dc.contributor.schoolcollegeinstituteGRADUATE SCHOOL OF SCIENCES AND ENGINEERING
dc.coverage.spatialİstanbul
dc.date.accessioned2026-09-10T10:13:12Z
dc.date.issued2025
dc.description.fulltextYes
dc.format.extentxxvi, 225 leaves :; tables ;; 30 cm.
dc.identifier.embargoNo
dc.identifier.endpage251
dc.identifier.filenameinventorynoT_2025_110_GSSE
dc.identifier.urihttps://hdl.handle.net/20.500.14288/35223
dc.identifier.yoktezid999488
dc.identifier.yoktezlinkhttps://tez.yok.gov.tr/UlusalTezMerkezi/TezGoster?key=KOgdn9H3uVnWeb15j2W4h1W7NPNnGbyqy8Zq3X62e7rDYCqCsNeiQpXA4Pkwi1xC
dc.keywordsYOLO (You Only Look Once), Object detection, Aerial image analysis, Deep learning, Convolutional neural networks (CNN)
dc.keywordsAnahtar kelimeler: YOLO (You Only Look Once), Nesne tespiti, Hava görüntüsü analizi, Derin öğrenme, Evrişimsel sinir ağları (CNN).
dc.languageeng
dc.publisherKoç University
dc.relation.collectionKoç University Theses & Dissertations Collection
dc.rightsrestrictedAccess
dc.rights.copyrightsnote© All Rights Reserved. Accessible to Koç University Affiliated Users Only!
dc.subjectImage processing, Digital techniques
dc.subjectComputer vision
dc.subjectArtificial intelligence
dc.subjectApplication software
dc.subjectComputer networks
dc.subjectComputer systems
dc.subjectMachine learning
dc.titleImproved YOLO architectures for efficient and accurate object detection in aerial images
dc.title.alternativeHavadan alınan görüntülerde nesnelerin verimli ve doğru tespiti için geliştirilmiş YOLO mimarisi
dc.typeThesis
dspace.entity.typePublication
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relation.isAdvisorOfThesis.latestForDiscovery3e67d8bc-262b-4afa-bbc6-74951a7061df
relation.isParentOrgUnitOfPublication434c9663-2b11-4e66-9399-c863e2ebae43
relation.isParentOrgUnitOfPublication.latestForDiscovery434c9663-2b11-4e66-9399-c863e2ebae43

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