Q$1.$ JAssume the input matrix I and weight matrix W$.$ Write a Python code to convolve the weight matrix on image I and apply average pooling without using the inbuild function.

$(10)$

Input image $($I$)$

$\backslash$table$[[1,2,2],[1,3,4],[1,0,0]]$

Weight matrix$($W$)$

$\backslash$table$[[1,-1],[1,-1],[0,1]]$