
We can spend a lifeÂtime readÂing hisÂtoÂries of ancient Rome withÂout knowÂing what any of its emperÂors looked like. Or rather, withÂout knowÂing exactÂly what they looked like: being the leadÂers of the mightÂiÂest politÂiÂcal entiÂty in the WestÂern world, they had their likeÂnessÂes stamped onto coins and carved into busts as a matÂter of course. But such artist’s renÂderÂings inevitably come with a cerÂtain degree of artisÂtic license, a tenÂdenÂcy to mold feaÂtures into slightÂly more impeÂrÂiÂal shapes. SeeÂing the faces of the Roman EmperÂors as we would if we were passÂing them on the street is an expeÂriÂence made posÂsiÂble only by high techÂnolÂoÂgy, and high techÂnolÂoÂgy develÂoped sixÂteen cenÂturies after the fall of the Roman Empire at that.

“Using the neurÂal-net tool ArtÂbreedÂer, PhoÂtoÂshop and hisÂtorÂiÂcal refÂerÂences, I have creÂatÂed phoÂtoÂreÂal porÂtraits of Roman EmperÂors,” writes designÂer Daniel Voshart. “For this project, I have transÂformed, or restored (cracks, noses, ears etc.) 800 images of busts to make the 54 emperÂors of The PrinÂciÂpate (27 BC to 285 AD).”
The key techÂnolÂoÂgy that enables ArtÂbreedÂer to conÂvincÂingÂly blend images of faces togethÂer is what’s called a “genÂerÂaÂtive adverÂsarÂiÂal netÂwork” (GAN). “Some call it ArtiÂfiÂcial IntelÂliÂgence,” writes Voshart, “but it is more accuÂrateÂly described as Machine LearnÂing.” The Verge’s James VinÂcent writes that Voshart fed in “images of emperÂors he colÂlectÂed from statÂues, coins, and paintÂings, and then tweaked the porÂtraits manÂuÂalÂly based on hisÂtorÂiÂcal descripÂtions, feedÂing them back to the GAN.”

Into the mix also went “high-res images of celebriÂties”: Daniel Craig into AugusÂtus, AndrĂ© the Giant into MaxÂimiÂnus Thrax (thought to have been givÂen his “a lantern jaw and mounÂtainÂous frame” by a pituÂitary gland disÂorÂder like that which affectÂed the colosÂsal wrestler). This parÂtialÂly explains why some of these uncanÂniÂly lifeÂlike emperÂors — the biggest celebriÂties of their time and place, after all — look faintÂly familÂiar. Though modÂeled as closeÂly as posÂsiÂble after men who realÂly lived, these exact faces (much like those in the artiÂfiÂcial intelÂliÂgence-genÂerÂatÂed modÂern phoÂtographs preÂviÂousÂly feaÂtured here on Open CulÂture) have nevÂer actuÂalÂly existÂed. Still, one can imagÂine the emperÂors who inspired Voshart’s PrinÂciÂpate recÂogÂnizÂing themÂselves in it. But what would they make of the fact that it’s also sellÂing briskly in poster form on Etsy?
VisÂit the Roman EmperÂor Project here. For backÂground on this project, visÂit here.

RelatÂed ConÂtent:
Five HardÂcore Deaths SufÂfered By Roman EmperÂors
Play CaeÂsar: TravÂel Ancient Rome with Stanford’s InterÂacÂtive Map
Rome Reborn: Take a VirÂtuÂal Tour of Ancient Rome, CirÂca 320 C.E.
The HisÂtoÂry of Ancient Rome in 20 Quick MinÂutes: A Primer NarÂratÂed by BriÂan Cox
The HisÂtoÂry of Rome in 179 PodÂcasts
Roman StatÂues Weren’t White; They Were Once PaintÂed in Vivid, Bright ColÂors
Based in Seoul, ColÂin MarÂshall writes and broadÂcasts on cities, lanÂguage, and culÂture. His projects include the book The StateÂless City: a Walk through 21st-CenÂtuÂry Los AngeÂles and the video series The City in CinÂeÂma. FolÂlow him on TwitÂter at @colinmarshall, on FaceÂbook, or on InstaÂgram.

