2D Convolution in Python

In this article, we will understand the concept of 2D Convolution and implement it using different approaches in Python Programming Language.

Table of contents1. what is convolutions.2. Our reference implementation.3. Element wise convolution in python.4. Matrix multiplications convolution.5. Difference in Execution time for all of them.

1. what is convolutions:

Before convolution, Deep neural networks was deal with image on the pixel level but it wasn't the most effective way until convol...