The Classification of Medicinal Plant Leaves Based on Multispectral and Texture Feature Using Machine Learning Approach

The Classification of Medicinal Plant Leaves Based on Multispectral and Texture Feature Using Machine Learning Approach

This study proposes the machine learning based classification of medical plant leaves. The total six varieties of medicinal plant leaves-based dataset are collected from the Department of Agriculture, The Islamia University of Bahawalpur, Pakistan. These plants are commonly named in English as (herb...

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Bibliographic Details
Main Authors: Samreen Naeem, Aqib Ali, Christophe Chesneau, Muhammad H. Tahir, Farrukh Jamal, Rehan Ahmad Khan Sherwani, Mahmood Ul Hassan
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Agronomy
Subjects:
medicinal plant leaves
multi spectral features
texture features
classification
machine learning
Multi-Layer Perceptron
Online Access:https://www.mdpi.com/2073-4395/11/2/263

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