Ls Models (10) Mp4 May 2026

Available for request or viewing on ResearchGate .

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

Reduces parameters and FLOPs while maintaining feature extraction quality. Available for request or viewing on ResearchGate

Integrated into the neck or head of the network to capture global context without the heavy computational cost of standard transformers. Ls Models (10) mp4

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

Replaces standard loss functions to better handle small or multi-scale objects.