Ls Models (10) Mp4 Apr 2026

This paper introduces a lightweight model designed for underwater vehicles, utilizing Region Scaling (RS) loss and self-attention mechanisms to improve small-object detection in complex environments.

While based on YOLOv8, this "LS" (Lightweight and Scalable) variant is highly cited for its use of Multi-Scale Ghost Convolution (MSGConv) and efficiency gains of up to 55% FPS. Full Text Access: View the full paper on ResearchGate . Key Technical Features of LS-Models Ls Models (10) mp4

Available for request or viewing on ResearchGate . This paper introduces a lightweight model designed for

Replaces standard loss functions to better handle small or multi-scale objects. Ls Models (10) mp4