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Journal of Sensors
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2022
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Article
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Tab 9
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Review Article
A Systematic Analysis of Machine Learning and Deep Learning Based Approaches for Plant Leaf Disease Classification: A Review
Table 9
Highest accuracy achieved with different deep learning-based classifiers.
Type of classifier
Highest accuracy (%)
DNN/CNN with optimization
98.83
Pretrained model
99.64
DNN/CNN with segmentation
98.46
DNN trained from scratch
96.5
Model with real-field images
98