Research Article

Feature Extraction of Plant Leaf Using Deep Learning

Table 4

Performance comparison.

Sr.ClassifierGoalResultWork

1CNNIdentification of plant leaves using image features and ANN94.4%33
2PNNPlant leaf classification using the centroid distance and axis of the least inertia method80.10–82.05%34
3KNNRecognition of whole and deformed plant leaves using statistical shape features and neuro-fuzzy classifier79.7%35
4SVMComparative analysis of leaf classification and recognition by different SVM classifiers90.9%36
5CNNPlant leaf gas analysis97.7%Proposed