An Improved Light-Weight Traffic Sign Recognition Algorithm Based on YOLOv4-Tiny

An Improved Light-Weight Traffic Sign Recognition Algorithm Based on YOLOv4-Tiny

Aiming at the problems of low detection accuracy and inaccurate positioning accuracy of light-weight network in traffic sign recognition task, an improved light-weight traffic sign recognition algorithm based on YOLOv4-Tiny was proposed. By improving the K-means clustering algorithm, the anchor with...

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Bibliographic Details
Main Authors: Lanmei Wang, Kun Zhou, Anliang Chu, Guibao Wang, Lizhe Wang
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Traffic sign recognition
YOLOv4-Tiny
clustering algorithm
large scale
improved NMS algorithm
Online Access:https://ieeexplore.ieee.org/document/9527223/

Internet

https://ieeexplore.ieee.org/document/9527223/

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