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Lightweight YOLO models for object detection based on low-rank decomposition

As train intelligence continues to advance, numerous studies have emerged to explore lightweight techniques for object detection models on onboard equipment, for the purpose of improving calculation efficiency amidst limited resources. This paper proposed a parameter compression algorithm based on l...

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Wedi'i Gadw mewn:
Prif Awduron: LIN Delü, LIU Chang, CHEN Qi, ZENG Yang, HE Kun
Fformat: Artigo
Iaith:Chinês
Cyhoeddwyd: Editorial Department of Electric Drive for Locomotives 2024-01-01
Cyfres:机车电传动
Pynciau:
deep learning
low-rank decomposition
automatic train operation
lightweight treatment of model
object detection
Mynediad Ar-lein:http://edl.csrzic.com/thesisDetails#10.13890/j.issn.1000-128X.2024.01.120
Tagiau: Ychwanegu Tag
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