Real-Time Detection of Apple Leaf Diseases Using Deep Learning Approach Based on Improved Convolutional Neural Networks

Real-Time Detection of Apple Leaf Diseases Using Deep Learning Approach Based on Improved Convolutional Neural Networks

Alternaria leaf spot, Brown spot, Mosaic, Grey spot, and Rust are five common types of apple leaf diseases that severely affect apple yield. However, the existing research lacks an accurate and fast detector of apple diseases for ensuring the healthy development of the apple industry. This paper pro...

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Bibliographic Details
Main Authors: Peng Jiang, Yuehan Chen, Bin Liu, Dongjian He, Chunquan Liang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Apple leaf diseases
real-time detection
deep learning
convolutional neural networks
feature fusion
Online Access:https://ieeexplore.ieee.org/document/8706936/

Internet

https://ieeexplore.ieee.org/document/8706936/

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