Create a Texture Generator with a GAN

Generative Adversarial Networks are a special type of Neural Network that can learn the probability distribution of a dataset. Wait, what?! Imagine you want to create a “procedural” marble texture generator with a Neural Network. You have a set of images you want to use as examples, those are the …

Implement a Substance like Normal Map Generator with a Convolutional Network

In this article, you’ll learn how to train a convolutional neural network to generate normal maps from color images. Convolutional neural networks are great at dealing with images, as well as other types of structured data. If you want to understand how they work, please read this other article first. …