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Analysis of the performance of Faster R-CNN and YOLOv8 in detecting fishing vessels and fishes in real time

This research conducts a comparative analysis of Faster R-CNN and YOLOv8 for real-time detection of fishing vessels and fish in maritime surveillance. The study underscores the significance of this investigation in advancing fisheries monitoring and object detection using deep learning. With a clear...

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Detalles Bibliográficos
Principais autores: Lotfi Ezzeddini, Jalel Ktari, Tarek Frikha, Naif Alsharabi, Abdulaziz Alayba, Abdullah J. Alzahrani, Amr Jadi, Abdulsalam Alkholidi, Habib Hamam
Formato: Artigo
Idioma:Inglês
Publicado: PeerJ Inc. 2024-05-01
Series:PeerJ Computer Science
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Acceso en liña:https://peerj.com/articles/cs-2033.pdf
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