Yuxiang Ding

Performance evaluation of YOLO models for target detection from ocean sidescan sonar imagery

Sidescan sonar images suffer from strong seabed clutter, low gray contrast of underwater targets and frequent missed small targets. Current detection models struggle to balance detection accuracy, inference speed and embedded deployment. To solve these problems, this paper selects six mainstream one-stage detection mod...