Detection of a Potato Disease (Early Blight) Using Artificial Intelligence

Detection of a Potato Disease (Early Blight) Using Artificial Intelligence

This study evaluated the potential of using machine vision in combination with deep learning (DL) to identify the early blight disease in real-time for potato production systems. Four fields were selected to collect images (n = 5199) of healthy and diseased potato plants under variable lights and sh...

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Bibliographic Details
Main Authors: Hassan Afzaal, Aitazaz A. Farooque, Arnold W. Schumann, Nazar Hussain, Andrew McKenzie-Gopsill, Travis Esau, Farhat Abbas, Bishnu Acharya
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Remote Sensing
Subjects:
deep learning
disease classification
PyTorch
EfficientNet
image processing
machine vision
Online Access:https://www.mdpi.com/2072-4292/13/3/411

Internet

https://www.mdpi.com/2072-4292/13/3/411

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