Study on lightweight strategies for L-YOLO algorithm in road object detection

Abstract With the increasing complexity of urban traffic, object detection has become critical in autonomous driving and intelligent traffic management. The demand for real-time, efficient object detection systems is growing. However, traditional algorithms often suffer from large parameter sizes an...

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Bibliographic Details
Main Authors: Ji Hong, Kuntao Ye, Shubin Qiu
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-92148-9
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