Ship detection is critical for port management, supporting activities such as vessel traffic monitoring, maritime rescue, cargo logistics, and national security. Satellite imagery offers high spatial and temporal resolution, making it well-suited for detecting ships at sea. Synthetic Aperture Radar (SAR) data provides distinct advantages over optical imagery, as its microwave signals can penetrate cloud cover and operate effectively in all weather conditions. This makes SAR particularly valuable for locating ships during storms and enabling timely rescue operations.