Growth of satellite remote sensing for maritime domain awareness.

Includes ships in open sea, docked in ports, and near coastal clutter. 3. Methodology

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

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

Image resizing and normalization to match model requirements. Model Selection: YOLOv5/v8: For real-time detection performance. Faster R-CNN: For high-precision localization. Rotated Det: Specifically designed for OBB detection tasks.

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

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

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