A streamlined approach for intelligent ship object detection using EL-YOLO algorithm
Defu Yang,
Mahmud Iwan Solihin,
Igi Ardiyanto
et al.
Abstract:Maritime objects frequently exhibit low-quality and insufficient feature information, particularly in complex maritime environments characterized by challenges such as small objects, waves, and reflections. This situation poses significant challenges to the development of reliable object detection including the strategies of loss function and the feature understanding capabilities in common YOLOv8 (You Only Look Once) detectors. Furthermore, the widespread adoption and unmanned operation of intelligent ships h… Show more
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