How to increase the font size of the bounding box in Tensorflow object detection module?

I was playing around with the Tensorflow object detection module recently and was trying to build my very own object detector.

The idea was detect electronic components. Thus I followed this tutorial at

Initially, my model worked ! (quite poorly though). But what was worse is that the font size of the labels were super small.

A resistor was detected with 42% confidence.
An LED was detected with 33% confidence.

What was bad was the labels font size were all too small. It was hard to read.

Searching online, i saw that

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