Uploaded September 2019 | Updated September 2026, 2 weeks ago
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):
colab.research.google.com/notebooks/magenta/piano_transformer/piano_transformer.ipynb
Demo 2 (Generating Faces):
colab.research.google.com/github/tensorflow/hub/blob/master/examples/colab/tf_hub_generative_image_module.ipynb
Demo 3 (Generating 3D Objects):
colab.research.google.com/github/tensorflow/lucid/blob/master/notebooks/differentiable-parameterizations/style_transfer_3d.ipynb
Autoencoders explained:
youtube.com/watch?v=H1AllrJ-_30
Generative Adversarial Networks explained:
youtube.com/watch?v=yz6dNf7X7SA
Sequence Models explained:
youtube.com/watch?v=ElmBrKyMXxs
Generative Modeling explained:
youtube.com/watch?v=PhCM3qoRZHE
Are you a total beginner to machine learning? Watch this:
youtube.com/watch?v=Cr6VqTRO1v0
My AI Startup video:
youtube.com/watch?v=NzmoPqte4V4
Join us in the Wizards Slack channel:
wizards.herokuapp.com
INSTAGRAM: bit.ly/312pLUb
FACEBOOK: bit.ly/2OqOhx1
TWITTER: bit.ly/2OHYLbB
WEBSITE: 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:
theschool.ai
Signup for my newsletter for exciting updates in the field of AI:
goo.gl/FZzJ5w
And please support me on Patreon:
patreon.com/user?u=3191693 Join my AI community: chatgptschool.io Sign up for my AI Sports betting Bot, WagerGPT! (500 spots available): https://www.wagergpt.xyz
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):
colab.research.google.com/notebooks/magenta/piano_transformer/piano_transformer.ipynb
Demo 2 (Generating Faces):
colab.research.google.com/github/tensorflow/hub/blob/master/examples/colab/tf_hub_generative_image_module.ipynb
Demo 3 (Generating 3D Objects):
colab.research.google.com/github/tensorflow/lucid/blob/master/notebooks/differentiable-parameterizations/style_transfer_3d.ipynb
Autoencoders explained:
youtube.com/watch?v=H1AllrJ-_30
Generative Adversarial Networks explained:
youtube.com/watch?v=yz6dNf7X7SA
Sequence Models explained:
youtube.com/watch?v=ElmBrKyMXxs
Generative Modeling explained:
youtube.com/watch?v=PhCM3qoRZHE
Are you a total beginner to machine learning? Watch this:
youtube.com/watch?v=Cr6VqTRO1v0
My AI Startup video:
youtube.com/watch?v=NzmoPqte4V4
Join us in the Wizards Slack channel:
wizards.herokuapp.com
INSTAGRAM: bit.ly/312pLUb
FACEBOOK: bit.ly/2OqOhx1
TWITTER: bit.ly/2OHYLbB
WEBSITE: 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:
theschool.ai
Signup for my newsletter for exciting updates in the field of AI:
goo.gl/FZzJ5w
And please support me on Patreon:
patreon.com/user?u=3191693 Join my AI community: chatgptschool.io Sign up for my AI Sports betting Bot, WagerGPT! (500 spots available): https://www.wagergpt.xyz
