Ls Models (10) Mp4 Apr 2026

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

Based on your search for "LS Models (10)", there are several recent publications that match this technical profile: Ls Models (10) mp4

Replaces standard loss functions to better handle small or multi-scale objects. While based on YOLOv8, this "LS" (Lightweight and

Integrated into the neck or head of the network to capture global context without the heavy computational cost of standard transformers. Integrated into the neck or head of the

Reduces parameters and FLOPs while maintaining feature extraction quality.

Available for request or viewing on ResearchGate .

Published in the IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , this paper focuses on remote sensing and landslide detection using a modified YOLOv5/v10-style architecture. Full Text Access: Available via IEEE Xplore.