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Simple, right? Well, a video of Cage’s face on Wendy William’s body isn’t going to fool anybody, so how can we go a bit further? People Magazine/Time Magazine It tries to create the deepfake over and over again, learning from its mistakes along the way. If Wendy opens her mouth, we need a picture of Cage opening his mouth.Īfter that, we let the AI do its job. If Wendy looks to the right, we need a photo of Nicholas Cage looking to the right. Two Datasets: For mouth and head movements to look accurate, we need a dataset of Wendy Williams’ face and a dataset of Nicholas Cage’s face.So, we just need a video of Wendy sitting still and talking. That’s why some of the most convincing deepfakes are of politicians they tend to stand still at a podium under consistent lighting. A Destination Video: As of right now, deepfakes work best with clear, clean destination videos.If we were to create a deepfake of Nicholas Cage hosting the Wendy Williams show, here’s what we would need: But, of course, recreating faces isn’t the same as beating a video game. The same goes for deepfake facial recreation. Aside from that, the AI does all of the work. The person designing the AI needs to provide some data to get things started, along with a few “rules” when things go wrong along the way. An AI that’s designed to complete the first level of Super Mario Bros, for example, will play the game over and over again until it figures out the best way to win. It does this through a process of brute-force trial and error, usually referred to as machine learning or deep learning.

#DEEP FAKES HOW TO#

Like a student in a classroom, AI has to “learn” how to perform its intended task.

#DEEP FAKES FOR FREE#

While Disney spent oodles of money studying Carrie Fisher’s face and recreating it by hand, a nerd with some deepfake software can do the same job for free in a single day. AI makes the job incredibly simple, cheap, and convincing. This is also what makes deepfakery different from, say, the CGI Carrie Fisher in Star Wars: Rogue One. The “dunk Pelosi” video, which has been referred to as a deepfake, is actually just a video of Nancy Pelosi that’s been slowed down and pitch-corrected to add a slurred-speech effect. Deepfakes are constructed by AI, and they’re made to impersonate people. The “drunk Pelosi” video is an excellent example of this confusion. As with any new technology, there’s some confusion surrounding deepfakes.

Deep fakes