Question: Implement 2-dimensional (2D) convolution in python. Your convolution function should have two input variables, 2D image, and 2D kernel (filter). It should accept any size

Implement 2-dimensional (2D) convolution in python. Your convolution function should have two input variables, 2D image, and 2D kernel (filter). It should accept any size 2D input image as well as any size 2D kernel as input. The kernel must be a square matrix and the dimensions of the kernel must be odd such as 3x3, 5x5, or 7x7. However, the input image can be in any size gray scale image.

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