Implementations are for learning purposes only. They may be less efficient than the implementations in the Python standard library. Use them at your discretion.

Digital images are arrays of pixel values. Many useful image effects can be created by moving a small matrix (a kernel or filter) over an image. At each position, corresponding values are multiplied ...