Light “You Only Look Once”: An Improved Lightweight Vehicle-Detection Model for Intelligent Vehicles under Dark Conditions

Light “You Only Look Once”: An Improved Lightweight Vehicle-Detection Model for Intelligent Vehicles under Dark Conditions

Vehicle detection is crucial for traffic surveillance and assisted driving. To overcome the loss of efficiency, accuracy, and stability in low-light conditions, we propose a lightweight “You Only Look Once” (YOLO) detection model. A polarized self-attention-enhanced aggregation feature pyramid netwo...

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Bibliographic Details
Main Authors: Tianrui Yin, Wei Chen, Bo Liu, Changzhen Li, Luyao Du
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Mathematics
Subjects:
intelligent vehicles
vehicle detection
lightweight network
feature pyramid network
Online Access:https://www.mdpi.com/2227-7390/12/1/124

Internet

https://www.mdpi.com/2227-7390/12/1/124

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