Research on floating object classification algorithm based on convolutional neural network

Research on floating object classification algorithm based on convolutional neural network

Abstract With the advancement of artificial intelligence technology, unmanned boats utilizing deep learning models have shown significant potential in water surface garbage classification. This study employs Convolutional Neural Network (CNN) to extract features of water surface floating objects and...

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Bibliographic Details
Main Authors: Jikai Yang, Zihan Li, Ziyan Gu, Wei Li
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Subjects:
Convolutional Neural Network
Unmanned Boat
Surface Floating Debris
Image Recognition
Data Augmentation
Online Access:https://doi.org/10.1038/s41598-024-83543-9
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