How to change matplotlib patches Font Size without using mpl.rc()

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I'm using matplotlib to generate some graphs, I wanted to have a bigger font for the axis scale so I used :

font = {'size' : 22} matplotlib.rc('font', **font)

This affected my Legends size as in the figure: figure

Is there anyway to control the size of mpatches.Patch() text ?

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