Deep Learning — Media Authentication Glossary | Danaya

A subset of machine learning using multi-layered neural networks to learn complex patterns.

What is Deep Learning?

Deep learning uses neural networks with many layers (hence 'deep') to learn hierarchical representations of data. It excels at image recognition, natural language processing, and generative tasks.

Deep Learning in Media Forensics

Deep learning models can detect subtle artifacts in manipulated media that are invisible to the human eye, making them essential tools for authenticity verification.

Related Terms

GAN

Generative Adversarial Network — an AI architecture consisting of two neural networks that compete to generate realistic synthetic data.

Neural Network

A computing system inspired by biological neural networks that learns patterns from data.