An input image has been converted into a matrix of size 12 X 12 along with a filter of size 3 X 3 with a Stride of 1. Determine the size of the convoluted matrix

To calculate the size of the convoluted matrix, we use the generalized equation, given by:

C = ((n-f+2p)/s)+1

where,

C is the size of the convoluted matrix.

n is the size of the input matrix.

f is the size of the filter matrix.

p is the Padding amount.

s is the Stride applied.

Here n = 12, f = 3, p = 0, s = 1

Therefore the size of the convoluted matrix is 10 X 10.