论文阅读“Automatic detection of hardhats worn by construction personnel”

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论文题目

Automatic detection of hardhats worn by construction personnel: A deep learning approach and benchmark dataset

•  Keywords

工地安全

安全帽检测

计算机视觉

卷积神经网络

反向渐进注意力机制（RPA）

• Abstract

本文提出基于卷积神经网络的单阶段的系统自动检测是否带安全帽，并确认颜色是否正确。提出了一个新的数据集，3174个图片，包含各种情况。通过反向渐进注意力机制将不同层提取的不同特征融合生成一个新的特征金字塔，用SSD预测最终的检测结果。采用端到端的训练方式。输入图片512×512，mAP达到83.89%

• Introduction

巴拉巴拉的套话

列举一下这些人在做类似的研究

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本文标签： 论文DetectionAutomatichardhatsconstruction