modern art generator
MAGNet: Modern Art Generator using Deep Neural Networks
My latest project in using AI for creative endeavors is called MAGnet. I built a custom Genetic Algorithm (GA) to drive the creation of modern paintings using a Generative Adversarial Network (GAN) from a textual description over several generations. MAGnet uses the CLIP model from OpenAI [1] and a variant of StyleGAN2 ADA [2] from Nvidia called SWAGAN [3], which uses wavelets to create images. All of the source code for this project is available here. A Google Colab that you can use to create your own paintings is available here.