A Method for Underwater Biological Detection Based on Improved YOLOXs
Heng Wang,
Pu Zhang,
Mengnan You
et al.
Abstract:This article proposes a lightweight underwater biological target detection network based on the improvement of YOLOXs, addressing the challenges of complex and dynamic underwater environments, limited memory in underwater devices, and constrained computational capabilities. Firstly, in the backbone network, GhostConv and GhostBottleneck are introduced to replace standard convolutions and the Bottleneck1 structure in CSPBottleneck_1, significantly reducing the model’s parameter count and computational load, fac… Show more
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