I need to modify current code that I have in cv$2$

need to rotate image that is in the center by $360$ degrees

CAN NOT USE BUILD IN FUNCTIONS

NEED TO WRITE OUT THE CODE

A function for multiplying two arbitrary nxm matrices

$($n and m should be dynamic$)$

using the matrix multiplication function

when you rotate the image by $45$ degrees for example, the corners can't be clipped

import cv$2$

import numpy as np

image$1=$cv$2.$imread$("$apple$.$png$")$

numRows$=$image$1.$shape$[0]$

numCols$=$image$1.$shape$[1]$

#shiftRows $=($heightOfEmptyImage $-$ heightOfImage$1)/2$

num$3=2$

emptyIm$=$np$.$zeros$(($numRows$*$num$3,$ numCols$*$num$3,3),$ np$.$float$32)$

shiftrows$=$int$((($numRows$*$num$3-$numRows$)/2))$

shiftcol$=$int$((($numCols$*$num$3-$numCols$)/2))$

for i in range$($numRows$)$:

for j in range$($numCols$)$:

emptyIm$[$int$($i$+$shiftrows$)][$int$($j$+$shiftcol$)][0]=$image$1[$i$][$j$][0]$

emptyIm$[$int$($i$+$shiftrows$)][$int$($j$+$shiftcol$)][1]=$image$1[$i$][$j$][1]$

emptyIm$[$int$($i$+$shiftrows$)][$int$($j$+$shiftcol$)][2]=$image$1[$i$][$j$][2]$