BLSENet: A Novel Lightweight Bilinear Convolutional Neural Network Based on Attention Mechanism and Feature Fusion Strategy for Apple Leaf Disease Classification

Table 10

Comparison of the proposed method with previous detection methods for apple leaf disease.

Detection method	Accuracy (%)
MobileNet [17]	73.50
InceptionV3 [17]	75.59
ResNet152 [17]	77.65
INAR-SSD (SSD with inception module and rainbow concatenation) [39]	78.80
DenseNet-121 and regression function [40]	93.51
DenseNet-121 and multilabel classification function [40]	93.31
BLSENet	93.58