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Table 6 Detailed Information of Different Network Architectures

From: Reverse active learning based atrous DenseNet for pathological image classification

  No. of Layers Model Size
AlexNet [1] 8 54 M
VGG-16 [10] 16 158 M
ResNet-50 [12] 50 270 M
ResNet-101 [12] 101 488 M
DenseNet [13] 121 539 M
ADN (ours) 28 132 M