Deep Fake
DeepFake Introduction Deepfake is comprised of two words 'DEEP' and 'FAKE', where Deep stands for Deep Machine Learning, a type of AI tool, and Fake specifies the generated data. Deepfake is basically generating or manipulating fake videos, images, or speeches. The concept behind generating or manipulating images or videos lies in feature recognition. In feature recognition, a machine reads and understands the features. Facial features like skin color, nose, ear, eyebrows, lips, etc, and for voice it focuses on pitch, density, word speed, amplitude, etc. For example on a base level, the filters in Snapchat do the same, it reads the facial features like eye, nose, eyebrows, forehead, and glasses, and applies the filter exactly in position but deep fake is far above this because in deep fake it almost impossible to recognize that which one is real and which one is fake by the human eye. Types Faceswaps: It is clear from the name itself that it swaps between the faces of...