A Systematic Literature Review on Plant Disease Detection: Motivations, Classification Techniques, Datasets, Challenges, and Future Trends

A Systematic Literature Review on Plant Disease Detection: Motivations, Classification Techniques, Datasets, Challenges, and Future Trends

Plant pests and diseases are a significant threat to almost all major types of plants and global food security. Traditional inspection across different plant fields is time-consuming and impractical for a wider plantation size, thus reducing crop production. Therefore, many smart agricultural practi...

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Bibliographic Details
Main Authors: Wasswa Shafik, Ali Tufail, Abdallah Namoun, Liyanage Chandratilak De Silva, Rosyzie Anna Awg Haji Mohd Apong
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Convolutional neural networks
deep learning
image processing
machine learning
plant disease detections
Online Access:https://ieeexplore.ieee.org/document/10147225/

Internet

https://ieeexplore.ieee.org/document/10147225/

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