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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

Tony Beltramelli

Translate image features from a graphical user interface to RNN generated website

Image Captioning, pix2code, RNN, LSTM, CNN

Sterling Crispin

A Facial Recognition model guides a 3D genetic algorithm to create a mask. The masks are 3D-printed with nylon

Facial Recognition, Genetic Algorithm

Es Devlin, Ross Goodwin, IYOIYO, Google Arts & Culture Lab

Generate a poem from a word and project it on your face

RNN, Camera

Yotam Mann, Google Creative Lab

A user plays a few keys on a piano and an RNN model generates more according to your input

RNN, Magenta

Jonas Jongejan, Henry Rowley, Takashi Kawashima, Jongmin Kim, Nick Fox-Gieg, Google Creative Lab

A user is challenged to draw an object and a CNN model tells if you are correct

CNN, Classification

Shi Weili

A Conditional GAN trained on topographical data and satellite imagery of Earth to terraform Mars topographic data

Pix2pix, GAN

François Quévillon

A tool for creating an endless car video. It's made by modifying parameters in the sampling system that's created with image features and other technologies

CNN

Nao Tokui

Turn images into sound by matching CNN features with CNN features of audio files

CNN, NNS

Travis LeRoy Southworth

Using the artist's own artworks to create a Style Transfer on portraits found online and animated in After Effects

Style Transfer

Lia Coleman

StyleGAN trained on blooming flowers with background removal using DaVinci Resolve, then interpolated with fleshdigressions and TouchDesigner's CHOP function according to cello music

StyleGAN, fleshdigressions, DaVinci Resolve, TouchDesigner, CHOP

Alexander Mordvintsev, Nicola Pezzotti, Ludwig Schubert, Chris Olah

3D Style Transfer

Style Transfer, 3D

Suzana Ilic

An RNN chatbot with a bias for sarcastic replies

RNN

Mike Tyka

A GAN trained on faces from Flickr

GAN

Fabio Rovai

GAN trained on GAP clothes with super-resolution

GAN

Kyle Steinfeld

3D GAN generated architecture by converting CAD models to 2d tiled heightfield images

GAN, Heightfield, CAD

Hye Min Cho

Neural Radiance Fields applied to a rotating butterfly

NeRF

Matty Mariansky

A curve generator is pitted against a face recognition algorithm. Using an evolutionary process, the curves thrive to be more and more face-like

CNN, Face Detection

Louise Macfadyen

A GAN trained on 3,600 wings from the Slater Museum

GAN, RunwayML

AI Dungeon

Use GPT-3 to create a text adventure

Transformer, GPT

Yotam Mann

A WaveGAN-inspired model trained on the acapella vocal ensemble in Košice, Slovakia, translating Glenn Gould's piano into a Gregorian Choir

WaveGAN, GAN

Magenta, Google Creative Lab

Making music using new sounds generated with machine learning

RNN

Damien Henry

Pix2pix repeatedly takes the generated output as the new input to create a one-hour long video of train windows

pix2pix

Jason Antic

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

U-net, Resnet, ImageNet, pix2pix, DeOldify

Lulu xXX, Jacob Sutton

Apply Slic Superpixels and Style2Paint to Jacob Sutton's music video

Style Transfer

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Copyright © 2021 Emil Wallner

All artworks © of their respective owners