Deep Learning on Windows: Building Deep Learning Computer Vision Systems on Microsoft Windows

© Thimira Amaratunga 2021

T. AmaratungaDeep Learning on Windowshttps://doi.org/10.1007/978-1-4842-6431-7_11

11. Introduction to Generative Adversarial Networks

Thimira Amaratunga¹  

(1)

Nugegoda, Sri Lanka

 

Can an AI be creative—can it learn to create art, for example? The traditional answer was no. But lately we are not so sure. Recently, thanks to deep learning, the definition of creativity has been become blurred.

The Story of the Artist and the Art Critic

Let us look at a story.

There once was a novice artist, who was learning to create artwork by taking inspiration from existing art pieces.

The artist created a piece of art and showed it to an art critic.

The critic analyzed the artwork and declared it not good enough. But, being conscientious, the ...