Deep learning-based object detection of offshore platforms on Sentinel-1 Imagery and the impact of synthetic training data

Robin Spanier, Thorsten Hoeser, Claudia Kuenzer

The recent and ongoing expansion of marine infrastructure, including offshore wind farms, oil and gas platforms, artificial islands, and aquaculture facilities, highlights the need…