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.
This file likely refers to the (High-Resolution Ship Collections 2016) dataset, a widely used benchmark for ship detection in remote sensing imagery . Paper Draft: Ship Detection Using HRSC2016 sc24016-VTv08731.rar
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. sc24016-VTv08731.rar
Precise localization of ships in dense ports with varying orientations. sc24016-VTv08731.rar
The dataset is available on platforms like IEEE DataPort and Roboflow Universe . To help me customize this paper for you: