some of my notes and smaller experiments relating to creative machine learning
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openpose sparring

style transfer vae clouds

Creative AI

I spent Summer 2017 as a Research Fellow at UGA's Center for Undergraduate Research Opportunities, where I investigated different forms of computational creativity. Most of my research centered around creative applications of machine learning, and I finally got around to posting the code for my notes and experiments involving Convolutional Neural Nets, Style Transfer, and Variational Autoencoders along with some other stuff.

In the root folder I've placed code for an ongoing side-project Notions of a Cloud, which uses a Variational Autoencoder on videos of clouds to create interesting generative output.

In the notes folder, you'll find some images and more notes from my run-through of Parag Mital's course Creative Applications of Deep Learning.

You'll also find some handy python utilities, which I didn't write but use extensively in my notes.

I'm presenting at the CURO Symposium in April, but until then here's my presentation from the Summer Research Forum, if that's something you're into.

openpose sparring openpose sparring