Identification and detection of microplastic particles in marine environment by using improved faster R–CNN model

Microplastics refer to plastic particles measuring less than 5 mm, which has led to serious environmental problem and the detection of these tiny particles is crucial for understanding the corresponding distribution and impact on the marine environment. In this paper, an improved faster region-based...

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Veröffentlicht in:	Journal of environmental management 2023-11, Vol.345, p.118802-118802, Article 118802
Hauptverfasser:	Wang, Junsheng, Dong, Jianhong, Tang, Mengrao, Yao, Junzhu, Li, Xuan, Kong, Dejian, Zhao, Kai
Format:	Artikel
Sprache:	eng
Schlagworte:	Deep learning Identification and detection Marine environment Microplastic particles ResNet-50 and FPN module
Online-Zugang:	Volltext
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