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Advances, Systems and Applications

Table 3 The proposed network vs popular networks in CIFAR-10

From: Lightweight image classifier using dilated and depthwise separable convolutions

Model Classification Parameters
  Accuracy (Million)
3 ×1.0 224 this paper 84.25% 4.1
1.0 MobileNet 224 83.91% 4.2
GoogleNet 83.84% 6.8
SqueezeNet 69.83% 1.25
VGG 16 86.17% 138