Miao Zhang

Lightweight power line defect detection driven by channel decoupling and dynamic gating

To address the challenges of complex backgrounds, tiny defect targets, and variable target scales in unmanned aerial vehicle (UAV) power inspection scenarios, this paper proposes an improved lightweight defect detection model based on YOLOv11n. First, a Channel Decoupled Representation Module is proposed to precisely f...