With fast-paced advances in neural network architecture, deep and machine learning research, and ever-increasing hardware software resources, the number of incredible demo projects seems to increase at a near-dizzying rate. While there are undoubtedly countless more projects we could find and highlight, hopefully this list gives you a high-level view of what researchers, practitioners, and even artists are creating with machine and deep learning in 2019. One interesting (and perhaps not surprising) note is that many of these demos use generative adversarial networks to create these visually-appealing demos: they naturally make for great visual effects, and it would be great to see more of these experiences in production-level applications. To supplement the demos themselves, I've tried to provide any linked resources (papers, code, project pages, full videos, etc.) where available. If you have an awesome demo you think we should add to this list, let us know in the comments!