FaceResearch.org, a site run by two psychologists at the University of Aberdeen in Scotland, features software that can average together faces from thousands of photos. These images purportedly show the average face of women from 40 different nationalities.

The internet has been awash with face swaps for years — here’s our contribution to the art of creating nightmares with Photoshop.

There isn’t exactly a college out there for face painting so Elsa Rhae Pageler‘s talent is as raw as it comes. Perhaps what’s even more amazing is that the video editor and producer from Kansas City graduated with a degree in Film and Media Studies and only does face painting and airbrushing as a side job. An application may take anywhere from 1 to 3 hours and apart from outside gigs, she features video tutorials on her YouTube channel showing how she paints herself to recreate video game and fictional characters. Photo: “Face Palm”. (Photo by Elsa Rhae Pageler)

The faces of war have been brought back to life after a series of World War One photographs were expertly colourised. The black and white snaps were painstakingly restored and colourised by photographer Mario Unger (53) from Rotenturm, Austria. Here: One image shows an unidentified American soldier posing with a pistol, helmet, and Iron Cross medal taken from a German soldier, 1918. (Photo by Mario Unger/Mediadrumworld)

A minaret, that was damaged during fighting between Islamic State jihadists and government forces, is seen in Ben Guerdane, near the Libyan border, Tunisia April 10, 2016. After a U.S. air strike killed a Tunisian jihadist commander in western Libya in late February, dozens of Islamic State fighters sneaked across the border into Tunisia and attacked an army barracks and police bases in the town of Ben Guerdane. (Photo by Zohra Bensemra/Reuters)

Participants wearing masks during a hazy day at the Beijing International Marathon in front of Tiananmen Square, in Beijing, October 19, 2014. (Photo by Reuters/Stringer)

Pretty Girls, Ugly Faces is a photo fad in which girls take pictures of themselves while posing in an unflattering manner, making a silly face or performing a physically strenuous activity.