How to zoomed a portion of image and insert in the same plot in matplotlib

Question

I would like to zoom a portion of data/image and plot it inside the same figure. It looks something like this figure.

Answer 1

The simplest way is to combine "zoomed_inset_axes" and "mark_inset", whose description and related examples could be found here: Overview of AxesGrid toolkit