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Aug 2026

An improved real-time detection model for small targets in UAV aerial photography based on YOLOv11s

This paper addresses the challenge of small object detection in complex backgrounds under limited computational resources in unmanned aerial vehicle (UAV) aerial imagery. Based on the lightweight YOLOv11s framework, we proposes a lightweight model LMS-YOLO designed for UAV small object detection. With a view to allevia...

Yan Gao, Min Zhang, Chen Tian et al. · 0 citations

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