Ls Models (10) Mp4 〈2026〉

In these "Lightweight" (LS) models, the following components are typically highlighted in the full papers:

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. Ls Models (10) mp4

Reduces parameters and FLOPs while maintaining feature extraction quality. In these "Lightweight" (LS) models, the following components

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. Full Text Access: Available via IEEE Xplore

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.

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