2d convolution using python and numpy

Question

I am trying to perform a 2d convolution in python using numpy

I have a 2d array as follows with kernel H_r for the rows and H_c for the columns

data          


        

Answer 1

Try to first round and then cast to uint8:

data = data.round().astype(np.uint8);