The International Journal of Fuzzy Logic and Intelligent Systems

eISSN 2093-744X
pISSN 1598-2645

Basic VGGNet structure (model 1 and 2)

Type Filter size / stride Input size
Conv3 × 3 / 1 224 × 224 × 64 
Conv3 × 3 / 1224 × 224 × 64
Pooling2 × 2 / 2112 × 112 × 64
Conv3 × 3 / 1112 × 112 × 128
Conv3 × 3 / 1112 × 112 × 128
Pooling2 × 2 / 256 × 56 × 128
Conv3 × 3 / 156 × 56 × 256
Conv3 × 3 / 156 × 56 × 256
Conv3 × 3 / 156 × 56 × 256
Pooling2 × 2 / 228 × 28 × 256
Conv3 × 3 / 128 × 28 × 512
Conv3 × 3 / 128 × 28 × 512
Conv3 × 3 / 128 × 28 × 512
Pooling2 × 2 / 214 × 14 × 512
Conv3 × 3 / 114 × 14 × 512
Conv3 × 3 / 114 × 14 × 512
Conv3 × 3 / 114 × 14 × 512
Pooling2 × 2 / 27 × 7 × 512
FC layer -1 × 1 × 4096
FC layer-1 × 1 × 4096
FC layer-1 × 1 × 5
SoftmaxClassfier1 × 1 × 5

ReLU layers are omitted from the table for brevity.

Int. J. Fuzzy Log. Intell. Syst. 2017;17:170~176 https://doi.org/10.5391/IJFIS.2017.17.3.170
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