Detection of Fungal Infections in Gloriosa Superba Plant Using the Convolution Neural Network Model

Table 5

Comparative analysis of proposed method after data augmentation process.

Methodology	Precision	Recall	F1-score	Accuracy
CNN without preprocessing	94.33	94.62	94.69	93.25
CNN with preprocessing	95.67	94.00	94.99	95.50
PSO-CNN	96.1	95.56	93.61	96.88
Proposed	98.5	97.25	98.99	99.32