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ML x ART

A showcase with creative machine learning experiments

👋 I'm Emil, a resident at the Google Arts & Culture Lab. I've curated this collection.

Year
Artist
Technology
Theme
Medium
Default order

Andeep Singh Toor, Fred Bertsch, Google Research, Brain Team

An interactive web app that turns scribbles into monsters using CreatureGAN

CreatureGAN, GAN

Masaru Mizuochi

A collage with CPPN generated images

CPPN

Sey Min

Take a selfie and use a CNN to determine how likely you are to be a k-pop star

CNN, Classification

Gael Hugo, Google Arts & Culture Lab

Cluster books with UMAP and create imaginary islands to visualize them

UMAP

Maryna Taiberman, Meredith Thomas

Train GAN on maps and project on naked bodies

GAN

Jia-Bin Huang

GAN to generate machine learning papers

GAN

Alexander Mordvintsev

Use Style Transfer where the content comes from a face and the style from a video of clouds

Style Transfer

Sarah Friend

GAN generated images trained on screenshots

GAN

Alexander Mordvintsev

Visualize features in a neural network using Gradient Ascent

CNN, Activations

Simon Doury, Google Arts & Culture Lab

Insert a few notes and the model improvises in the style of Bach

Magenta

Botnik Studios

RNN generate the lyrics for a country song and perform it

RNN

Vince MingPu Shao

Classic snake game controlled by a webcam that classifies images of arrows

CNN, Camera

NaN, Production Type

A GPT model trained on ~30k font bios to generate descriptions of speculative fonts

GPT-2

Janelle Shane, Google

An RNN that generates knitting instructions, then a knitter follows the instructions

RNN

Monolesan

Using PoseNet to create art using your body parts like eyes, hands, chest and knees

PoseNet, Camera, TensorFlow.js

Stefan Sietzen

Realtime Interactive Visualization of Convolutional Neural Networks in Unity

CNN, Unity

Dani Joy

Produce large scale Style Transfer-like artworks, print, and paint over

Style Transfer

Obvious

GAN generated Japanese wood prints, and then print them using the same technique

GAN

David Ha, Douglas Eck

Generative vector doodles with an RNN

RNN, QuickDraw

Jason Antic

Colorize the B&W movie Metropolis with a pix2pix U-Net

U-net, Resnet, ImageNet, pix2pix, DeOldify

Mike Tyka

RNN generated tweets trained on US political bots and printed like Tweets

RNN

Eric Anderson, Latentspaceman

A StyleGAN interpolation inspired by Watchmen's Doctor Manhattan on a lenticular print

StyleGAN, Lenticular, GAN

Derrick Schultz

Style Transfer applied to a collage of eyes

Style Transfer

Vadim Epstein

Music video, created with Feature Inversion (successor of DeepDream) and enhanced with Neural Video Interpolation (slow motion).

DeepDream inversion, Video interpolation

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Copyright © 2021 Emil Wallner

All artworks © of their respective owners