North American Hardwoods Identification Using Machine-Learning

North American Hardwoods Identification Using Machine-Learning

This technical note determines the feasibility of using an InceptionV4_ResNetV2 convolutional neural network (CNN) to correctly identify hardwood species from macroscopic images. The method is composed of a commodity smartphone fitted with a 14× macro lens for photography. The end-grains of...

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Bibliographic Details
Main Authors: Dercilio Junior Verly Lopes, Greg W. Burgreen, Edward D. Entsminger
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Forests
Subjects:
wood identification
machine-learning
smartphone
macro lens
inception-resnet
convolutional neural networks (cnn)
Online Access:https://www.mdpi.com/1999-4907/11/3/298

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