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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

BĂ„rd Ionson

art-DCGAN trained on 20K images of oscilloscope art to mimic the effect when you close your eyes and rub them

art-DCGAN, GAN

Aven Le Zhou

A pix2pix model that translates drawings to Chinese “Shanshui” artworks

pix2pix

Terence Broad

Generate GAN images without a training dataset

GAN

Mario Klingemann

A blog post made with Markov Chains starting with religion and ending up discussing Adobe After Effects

Markov Chains

Max Braun

A StyleGAN trained on eBoy's database of pixel art

GAN

Memo Akten

Translate objects and hand movements to nature scenes with a Conditional GAN

pix2pix, GAN

Joel Simon

Use a genetic algorithm to generate faces and the dlib face classifier for the objective function

Face Recognition, CNN

Shortcut

A portrait created in ArtBreeder and augmented with a AICAN popart model

Artbreeder, AICAN

Alexander Mordvintsev

t-SNE exploration in VR

t-SNE, VR

Tom White

Pairing New Yorker front-pages by measuring the distance from features extracted from a CNN

CNN, NNS

Ross Goodwin, Oscar Sharp

An LSTM generated screenplay trained on screenplays from several films and television series, and produced according to the screenplay

RNN, LSTM

Sarah Meyohas

A GAN trained on a personal dataset of 100k individual petals and interpolated in a collage

GAN

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

Josh Urban Davis

Creating Glitch art by modifying GAN weights

GAN, Weights

Jonathan Fly

Upscaling old video games with GauGAN

GauGAN, GAN

Kishi Yuma

GAN interpolation inspired by Francis Bacon

GAN

Ivan Pravdin

StyleGAN blended model from human poses GAN and FFHQ

StyleGAN, GAN

Albert Barqué-Duran

Use a 3D GAN to generate an Emoji, 3D print the generated Emoji, and paint it during a live performance

GAN, Height map

Christian Mio Loclair, Waltz Binaire

A computer looks at itself with a camera and translates image features into text with an RNN

Camera, CNN, RNN

Benjamin Wilkins, J.H. Gold

Use a CNN to classify low fidelity wireframes to mobile app components

CNN, Classification, Camera

Sam Lavigne

Using semantic segmentation trained on Figaro-1k to extract all the haircuts of Mark Zuckerberg

Semantic segmentation, Figaro-1k

Sofia Crespo

CNN generated blend of nature posters

CNN

Harshit Agrawal

GAN created on images of surgical dissections

GAN

Mario Klingemann

Turn finger drawings into a GAN generated image

pix2pix, Camera, GAN

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Copyright © 2021 Emil Wallner

All artworks © of their respective owners