Table 3.

Architectures of VGG-16 net before and after adaption.

	Baseline Architecture (Before Adaption)		Modified Architecture (After Adaption)
Layer Name	Size of Output	Layer Type	Size of Output	Layer Type
conv1	1000 × 1000	[3 × 3, 64] × 2	1000 × 1000	[3 × 3, 64] × 2
pool1	500 × 500	max-pooling (stride 2)	500 × 500	max-pooling (stride 2)
conv2_x	500 × 500	[3 × 3, 128] × 2	500 × 500	[3 × 3, 128] × 2
pool2	250 × 250	max-pooling (stride 2)	250 × 250	max-pooling (stride 2)
conv3_x	250 × 250	[3 × 3, 256] × 3	250 × 250	[3 × 3, 256] × 3
pool3	125 × 125	max-pooling (stride 2)	125 × 125	max-pooling (stride 2)
conv4_x	125 × 125	[3 × 3, 512] × 3	125 × 125	[3 × 3, 512] × 3
pool4	64 × 64	max-pooling (stride 2)	125 × 125	max-pooling (stride 1)
conv5_x	64 × 64	[3 × 3, 512] × 3	125 × 125	[3 × 3, 512] × 3
pool5	32 × 32	max-pooling (stride 2)	125 × 125	max-pooling (stride 1)
fc6	1 × 1	1000-d fc, softmax	125 × 125	3 × 3, 3