Evaluation of Convolutional Neural Networks’ Hyperparameters with Transfer Learning to Determine Sorting of Ripe Medjool Dates

Evaluation of Convolutional Neural Networks’ Hyperparameters with Transfer Learning to Determine Sorting of Ripe Medjool Dates

Convolutional neural networks (CNNs) have proven their efficiency in various applications in agriculture. In crops such as date, they have been mainly used in the identification and sorting of ripe fruits. The aim of this study was the performance evaluation of eight different CNNs, considering tran...

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Bibliographic Details
Main Authors: Blanca Dalila Pérez-Pérez, Juan Pablo García Vázquez, Ricardo Salomón-Torres
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Agriculture
Subjects:
<i>Phoenix dactylifera</i> L.
Medjool dates
image classification
convolutional neural networks
deep learning
transfer learning
Online Access:https://www.mdpi.com/2077-0472/11/2/115

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