Released a little utility earlier this year where you can feed raw SVG files as text into your favorite text synthesis engine, such as charRNN, and then attempt to fix the resulting output(s) back into a valid SVG file.

https://github.com/artBoffin/GAN-XML-Fixer

The philosophy behind this method is not about accuracy, but more about discovery.
Anyone else have ideas of how to creatively “bend” some ML systems outside their intended use?

Some examples of art prints I’ve made using the utility (some are assembled in groups / modified)

https://i.redd.it/suzvevk2l6f31.png

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https://i.redd.it/u50ypxk2l6f31.png

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https://i.redd.it/axrffzk2l6f31.png

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https://i.redd.it/6kj6hyk2l6f31.png

LEGO Minifigs

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https://i.redd.it/lgk5vrn4l6f31.png

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https://i.redd.it/r9o41go4l6f31.png

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https://i.redd.it/n6awxrn4l6f31.png

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https://i.redd.it/26z9orn4l6f31.png