Improved YOLOv7 Traffic Sign Detection Algorithm in Complex Scenarios

To solve the problems of misdetection and omission of traffic signs by existing target detection algorithms in complex scenarios, a traffic sign detection algorithm YOLOv7-MBFE is proposed to improve YOLOv7. First, the proposed multi-branch feature extraction module based on dilated convolution cont...

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Bibliographic Details

Published in:	Jisuanji gongcheng
Main Author:	XU Ming, QU Taipeng, JIANG Yanji
Format:	Article
Language:	English
Published:	Editorial Office of Computer Engineering 2025-02-01
Subjects:	target detection|traffic sign recognition|yolov7|multi-branch feature extraction|multi-scale feature fusion|attention mechanism
Online Access:	https://www.ecice06.com/fileup/1000-3428/PDF/20250230.pdf