![]() The videos can be completely unrelated the target might be a clip from a Hollywood movie, for example, and the videos of the person you want to insert in the film might be random clips downloaded from YouTube. You first need a target video to use as the basis of the deepfake and then a collection of video clips of the person you want to insert in the target. There are several methods for creating deepfakes, but the most common relies on the use of deep neural networks involving autoencoders that employ a face-swapping technique. Deep learning algorithms, which teach themselves how to solve problems when given large sets of data, are used to swap faces in video and digital content to make realistic-looking fake media. ![]() The term "deepfake" comes from the underlying technology "deep learning," which is a form of AI.
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