Image-Based Classification of Double-Barred Beach States Using a Convolutional Neural Network and Transfer Learning

Image-Based Classification of Double-Barred Beach States Using a Convolutional Neural Network and Transfer Learning

Nearshore sandbars characterize many sandy coasts, and unravelling their dynamics is crucial to understanding nearshore sediment pathways. Sandbar morphologies exhibit complex patterns that can be classified into distinct states. The tremendous progress in data-driven learning in image recognition h...

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Bibliographic Details
Main Authors: Stan C. M. Oerlemans, Wiebe Nijland, Ashley N. Ellenson, Timothy D. Price
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Remote Sensing
Subjects:
machine learning
Argus
ResNet50
transfer learning
CNN
deep learning
Online Access:https://www.mdpi.com/2072-4292/14/19/4686

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https://www.mdpi.com/2072-4292/14/19/4686

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