Mini toolsDefinition
Synthetic media that uses deep learning to replace or manipulate faces and voices in videos, images, or audio.
Detailed Explanation
Deepfakes utilize deep learning algorithms, particularly GANs, to analyze and synthesize human images and voices. The technology maps facial expressions, movements, and vocal patterns from a source to a target, creating highly realistic synthetic content. The process involves training on large datasets of images or audio to learn and replicate patterns. This includes detection methods and potential impacts on media authenticity.
Use Cases
Media authenticity verification, entertainment industry, security screening
