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Table 1 Results and parameters based on seven original models

From: L2MXception: an improved Xception network for classification of peach diseases

Network Batch size Epoch Learning rate Training accuracy (%) Validation accuracy (%)
AlexNet 64 60 0.001 72.02 70.55
ResNet50 64 60 0.001 68.28 65.23
Xception 64 60 0.001 67.86 65.37
SENet154 64 60 0.001 53.00 56.63
DenseNet169 32 60 0.001 90.49 89.32
HRNet-w48 64 60 0.001 89.06 80.91
MobileNetV3 64 60 0.001 57.63 57.60
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