EURASIP Journal on Advances in Signal Processing

Table 6 MobileNet network structure

From: Application of a modified Inception-v3 model in the dynasty-based classification of ancient murals

Type/stride	Filter shape	Input size
Conv/s2	3 × 3 × 3 × 32	224 × 224 × 3
Conv dw/s1	3 × 3 × 32dw	112 × 112 × 32
Conv/s1	1 × 1 × 32 × 64	112 × 112 × 32
Conv dw/s2	3 × 3 × 64dw	112 × 112 × 64
Conv/s1	1 × 1 × 64 × 128	56 × 56 × 64
Conv dw/s1	3 × 3 × 128dw	56 × 56 × 128
Conv/s1	1 × 1 × 128 × 128	56 × 56 × 128
Conv dw/s2	3 × 3 × 128dw	56 × 56 × 128
Conv/s1	1 × 1 × 128 × 256	28 × 28 × 128
Conv dw/s1	3 × 3 × 256dw	28 × 28 × 256
Conv/S1	1 × 1 × 256 × 256	28 × 28 × 256
Conv dw/s2	3 × 3 × 256dw	28 × 28 × 256
Conv/s1	1 × 1 × 256 × 512	14 × 14 × 256
Conv dw/s1 Conv/s1	3 × 3 × 512dw 1 × 1 × 512 × 512	14 × 14 × 512 14 × 14 × 512
Conv dw/s2	3 × 3 × 512dw	14 × 14 × 512
Conv/s1	1 × 1 × 512 × 1024	7 × 7 × 512
Conv dw/s2	3 × 3 × 1024dw	7 × 7 × 1024
Conv/S1	1 × 1 × 1024 × 1024	7 × 7 × 1024
Avg Pool/S1	Poop 7 × 7	7 × 7 × 1024
FC/s1	1024 × 1000	1 × 1 × 1024
Softmax/s1	Classifier	1 × 1 × 1000

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