<p class="jove_content">The goal of this protocol is to provide a step-by-step guide for developing an improved YOLOv11n-based model for PPE detection. It details architectural and training modifications that result in a lightweight, real-time detector with a state-of-the-art accuracy of 90.1% mAP and inherent interpretability.</p>

research-on-transmission-line-personal-protective-equipment-detection

Research on Transmission Line Personal Protective Equipment Detection Algorithm Based on Improved YOLOv11

In intelligent transmission line inspection, edge computing devices face the critical challenge of balancing real-time performance with detection accuracy ...

Institution - Hebei Electric Power Engineering Supervision Co., Ltd.

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