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Journal of Computer Networks and Communications
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2024
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Article
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Tab 4
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Research Article
A Custom Backbone UNet Framework with DCGAN Augmentation for Efficient Segmentation of Leaf Spot Diseases in Jasmine Plant
Table 4
Selection of MobileNetV4 as custom backbone for the ResUNet segmentation model.
Backbone
mIoU
Dice
Pixel accuracy
ResNet
0.72
0.69
0.71
EfficientNet
0.82
0.72
0.73
VGG16
0.79
0.78
0.77
VGG19
0.78
0.77
0.71
MobileNetV4
0.91
0.96
0.95