Table 1.

Modified VGG-M configuration.

Layer	Kernel Number	Kernel Size	Stride	Padding	Activation Function	Output Shape
Input	-	-	-	-	-	(75, 75, 2)
Conv 1	96	7 × 7	2 × 2	Valid	ReLU	(35, 35, 96)
LRN
Max Pool 1	-	3 × 3	1 × 1	-	-	(17, 17, 96)
Conv 2	256	5 × 5	2 × 2	Valid	ReLU	(7, 7, 256)
LRN
Max Pool 2	-	3 × 3	1 × 1	-	-	(3, 3, 256)
Conv 3	512	3 × 3	1 × 1	Same	ReLU	(3, 3, 512)
Conv 4	512	3 × 3	1 × 1	Same	ReLU	(3, 3, 512)
Conv 5	512	3 × 3	1 × 1	Same	ReLU	(3, 3, 512)
Max Pool 5	-	3 × 3	2 × 2	-	-	(1, 1, 512)
Flatten	-	-		-	-	(512)
Fc 1	128	-		-	ReLU	(128)
Fc 2	128	-		-	ReLU	(128)
Fc 3	1	-		-	Softmax	(1)