Seabed Sub-Bottom Sediment Classification Using Artificial Intelligence

Shallow mud detection algorithm for submarine channels based on improved YOLOv5s

“…This approach achieved both accuracy and speed in target detection within the marine environment. Kim et al [ 11 ] employed a detection algorithm that relies on Darknet-53 and YOLOv3. The algorithm integrated the improved YOLOv3 with sub-bottom profiling to achieve intelligent classification detection of submarine sediments.…”