Analysis of New RGB Vegetation Indices for PHYVV and TMV Identification in Jalapeño Pepper (<i>Capsicum annuum</i>) Leaves Using CNNs-Based Model

Analysis of New RGB Vegetation Indices for PHYVV and TMV Identification in Jalapeño Pepper (<i>Capsicum annuum</i>) Leaves Using CNNs-Based Model

Recently, deep-learning techniques have become the foundations for many breakthroughs in the automated identification of plant diseases. In the agricultural sector, many recent visual-computer approaches use deep-learning models. In this approach, a novel predictive analytics methodology to identify...

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Bibliographic Details
Main Authors: Arturo Yee-Rendon, Irineo Torres-Pacheco, Angelica Sarahy Trujillo-Lopez, Karen Paola Romero-Bringas, Jesus Roberto Millan-Almaraz
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Plants
Subjects:
deep learning
vegetation index
plant viruses
transfer learning
data augmentation
Online Access:https://www.mdpi.com/2223-7747/10/10/1977

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https://www.mdpi.com/2223-7747/10/10/1977

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