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Ship detection in high-resolution satellite imagery is critical for maritime safety and surveillance. This paper evaluates state-of-the-art object detection models using the HRSC2016 dataset, focusing on the challenges of multi-scale targets and complex harbor backgrounds. 1. Introduction

Oriented Bounding Boxes (OBB) are due to the long, narrow shape of ships.

Uses Oriented Bounding Boxes (OBB) to handle the high aspect ratios of vessels. sc24016-VTv08731.rar

Are you focusing on a (like YOLOv8 or RT-DETR)?

Growth of satellite remote sensing for maritime domain awareness. Introduction Oriented Bounding Boxes (OBB) are due to

The dataset is available on platforms like IEEE DataPort and Roboflow Universe . To help me customize this paper for you:

Deep models effectively distinguish ships from dock structures but struggle with very small vessels in low-contrast conditions. 5. Conclusion Summary of model performance on HRSC2016. Growth of satellite remote sensing for maritime domain

Benchmark deep learning architectures on the HRSC2016 dataset . 2. Dataset Overview