Generative Modeling Applications

Generative modeling technology is changing the face of the Internet as you read this. It's now possible to design automated systems that can write novels, act as talking heads in videos, and compose music. We are in an absolute renaissance for creativity, the tools are your disposal to tell stories and create new realities have never been so powerful. In this episode, I'll explain how generative modeling works by demoing 3 examples that you can try yourself in your web browser. We'll generate music, faces, and 3D objects, all without having to install any dependencies locally! Newcomers, rejoice. I'll explain how it works at a mathematical level (my favorite), enjoy! Demo 1 (Generating Music): https://colab.research.google.com/notebooks/magenta/piano_transformer/piano_transformer.ipynb Demo 2 (Generating Faces): https://colab.research.google.com/github/tensorflow/hub/blob/master/examples/colab/tf_hub_generative_image_module.ipynb Demo 3 (Generating 3D Objects): https://colab.research.google.com/github/tensorflow/lucid/blob/master/notebooks/differentiable-parameterizations/style_transfer_3d.ipynb Autoencoders explained: https://www.youtube.com/watch?v=H1AllrJ-_30 Generative Adversarial Networks explained: https://www.youtube.com/watch?v=yz6dNf7X7SA Sequence Models explained: https://www.youtube.com/watch?v=ElmBrKyMXxs Generative Modeling explained: https://www.youtube.com/watch?v=PhCM3qoRZHE Are you a total beginner to machine learning? Watch this: https://www.youtube.com/watch?v=Cr6VqTRO1v0 My AI Startup video: https://www.youtube.com/watch?v=NzmoPqte4V4 Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ INSTAGRAM: https://bit.ly/312pLUb FACEBOOK: https://bit.ly/2OqOhx1 TWITTER: https://bit.ly/2OHYLbB WEBSITE: https://bit.ly/2OoVPQF Hit the Join button above to sign up to become a member of my channel for access to exclusive live streams! Join us at the School of AI: https://theschool.ai/ Signup for my newsletter for exciting updates