Chinese women wear face-kinis as they walk in to the water to swim at the beach on August 20, 2014 in the Yellow Sea in Qingdao, China. The locally designed mask is worn by many local women to protect them from jellyfish stings, algae and the sun's ultraviolet rays. (Photo by Kevin Frayer/Getty Images)

A combination photo shows the faces of various attendees of New York Comic Con in Manhattan, New York, October 8, 2015. The event draws thousands of costumed fans, panels of pop culture luminaries and features a sprawling floor of vendors in a space equivalent to more than three football fields at the Jacob Javits Convention Center on Manhattan's West side. (Photo by Andrew Kelly/Reuters)

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.

Mug shot of William Stanley Moore, 1 May 1925, Central Police Station, Sydney. This picture appears in the Photo Supplement to the NSW Police Gazette, 28 July, 1926 captioned: “Opium dealer. Operates with large quantities of faked opium and cocaine. A wharf labourer; associates with water front thieves and drug traders”. (Photo by NSW Police Forensic Photography Archive, Justice & Police Museum, Histiric Houses Trust of NSW)

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)