What Is A Deepfake?

Deepfake technology allows you to manipulate video footage such as videos and even GIFs. Originally, the technology was only accessible through computers with experts manipulating video often to cause disruption or make a profit. Nowadays, however, there are many apps that allow you to create face swap videos on your phones by adding your images into videos as a form of entertainment.
Deep forgeries (“deep learning” and “fake”) are media in which a person in an image or video is replaced with someone else’s image. Creating fake content is a thing of the past. There have always been fake news, manipulated videos to deceive people.

The main machine learning methods used to create deepfakes are based on deep learning and involve training generative neural network architectures. Such as autoencoders,[3] or generative adversarial networks (GANs).

Nowadays, deepfake technology has made headlines.
With the help of Artificial Intelligence (AI) video, the current face image is simply replaced with another face image. In fact, they used to do this using different programs (Photoshop). But thanks to the rapid development of technology, anyone can make a high-quality deepfake video.

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