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

Table 4

A comparative analysis of proposed method before data augmentation process.

Methodology	Precision	Recall	F1-score	Accuracy
CNN without preprocessing	93.66	93.58	94.56	91.00
CNN with preprocessing	93.96	94.01	93.56	93.12
PSO-CNN	94.28	94.11	94.21	94.64