Photoreal Roman Emperor Project

栏目: IT技术 · 发布时间: 6年前

内容简介：Using the neural-net tool Artbreeder, Photoshop and historical referencesA limited edition printThe main technology behind

54 Machine-learning assisted portraits

Daniel Voshart

Jul 24 ·3min read

Using the neural-net tool Artbreeder, Photoshop and historical references , I have created photoreal portraits of Roman Emperors. For this project, I have transformed, or restored (cracks, noses, ears etc.) 800 images of busts to make the 54 emperors of The Principate (27 BC to 285 AD).

A limited edition print available here .

Photoreal Roman Emperor Project — Roman emperors: Augustus and Maximinus Thrax

The Principate — Notes and References

The main technology behind Artbreeder is it’s generative adversarial network (GAN). Some call it Artificial Intelligence but it is more accurately described as Machine Learning.

Artistic interpretations are, by their nature, more art than science but I’ve made an effort to cross-reference their appearance (hair, eyes, ethnicity etc.) to historical texts and coinage. I’ve striven to age them according to the year of death — their appearance prior to any major illness.

My goal was not to romanticize emperors or make them seem heroic. In choosing bust / sculptures, my approach was to favor the bust that was made when the emperor was alive. Otherwise, I favored the bust made with the greatest craftsmanship and where the emperor was stereotypically uglier — my pet theory being that artists were likely trying to flatter their subjects.

Some emperors (latter dynasties, short reigns) did not have surviving busts. For this, I researched multiple coin depictions, family tree and birthplaces. Sometimes I created my own composites.

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