An Intuitive Introduction to Generative Adversarial Networks (GANs)

Explaining the magic of GANs in computer vision

Generator-Discriminator Intuition (Image by Author)Consider an art forger trying to create fake paintings of Leonardo da Vinci and a detective who is trying to identify if the painting is a real or a fake painting.Initially the forger may not be great at creating replicas of da Vinci’s paintings and it might be easier for the detective to spot the fake paintings.With time, the forger learns the key components that the detective checks …

computer vision deep learning gans generative-adversarial generative adversarial networks generator introduction networks