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