Monday, January 7, 2019

Automatically Generating an Alien Alphabet


As part of our "learning machine learning" project, we experimented with GANs to generate images of a certain "type", learning by example as it were.  

In the following example, I used two versions of an uncomplicated font typeface, Luxisans, all capital letters.  One version was monochrome and the other had a noise texture applied as follows:

These images were then rotated, sheared, and modulated in intensity to generate more data.

Here are some of the images it generated.

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