UCN-YOLOv5: Traffic Sign Object Detection Algorithm Based on Deep Learning

UCN-YOLOv5: Traffic Sign Object Detection Algorithm Based on Deep Learning

Traffic sign detection plays an important role in traffic safety and traffic management. In view of the complex and changeable environment and detection accuracy of traffic sign detection, this paper proposes UCN-YOLOv5 model based on the framework of YOLOv5.This model first replaces a new backbone...

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Bibliographic Details
Main Authors: Peilin Liu, Zhaoyang Xie, Taijun Li
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Object detection
traffic sign detection
YOLO
YOLOv5
U2Net
Convnext
Online Access:https://ieeexplore.ieee.org/document/10272582/

Internet

https://ieeexplore.ieee.org/document/10272582/

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