This series "Generative Strokes" is an exploration into generative art utilizing Machine Learning as a tool to create artwork. By training an ML model with a dataset of 2000+ images of abstract paintings, image synthesis (StyleGAN II) is performed analyzing the existing media. Learning colors, features, textures & characteristics, finally creating endless variations of digital paintings that are entirely unique. The final output is an animation flowing between machine generated images.