A Pedestrian Detection Network Model Based on Improved YOLOv5

A Pedestrian Detection Network Model Based on Improved YOLOv5

Advanced object detection methods always face high algorithmic complexity or low accuracy when used in pedestrian target detection for the autonomous driving system. This paper proposes a lightweight pedestrian detection approach called the YOLOv5s-<inline-formula><math xmlns="http://w...

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Bibliographic Details
Main Authors: Ming-Lun Li, Guo-Bing Sun, Jia-Xiang Yu
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Entropy
Subjects:
pedestrian detection
lightweight model
global attention mechanism
Ghost modules
loss function
Online Access:https://www.mdpi.com/1099-4300/25/2/381

Internet

https://www.mdpi.com/1099-4300/25/2/381

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