A Systematic Review of the Current State of Transfer Learning Accelerated CNN-Based Plant Leaf Disease Classification

A Systematic Review of the Current State of Transfer Learning Accelerated CNN-Based Plant Leaf Disease Classification

Crops and their produce are vital to the livelihood of humans everywhere. World food security heavily relies on them, but still, even today, hundreds of millions of people world-wide are suffering from hunger. This is why it is essential to ensure that losses to the agricultural yield are kept at a...

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Bibliographic Details
Main Authors: David J. Richter, Md Ilias Bappi, Shivani Sanjay Kolekar, Kyungbaek Kim
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Artificial intelligence
CNN
crop disease detection
deep learning
image classification
plant leaf disease detection
Online Access:https://ieeexplore.ieee.org/document/11059895/
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