Learn about the fundamentals of Generative Adversarial Networks (GANs) in this introductory video lecture from NPTEL-NOC IITM. Explore the core concepts, architecture, and working principles of GANs, which are powerful deep learning models used to generate new data that resembles a given dataset. Discover how these networks function through an adversarial process where two neural networks compete against each other - one generating content and the other discriminating between real and generated samples.
Overview
Syllabus
Generative Adversarial Networks - Part 1
Taught by
NPTEL-NOC IITM