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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

Refik Anadol

A StyleGAN trained on 2 million architecture photos and interpolated

GAN, ESR-GAN, StyleGAN

Maxime Lefebvre

GAN generated roman theatre projected on moving tiles

GAN

Hector Rodriguez

Reconstruct the film Alphaville (1965) by extracting patches from the same film and reassemble them with Simplex Volume Maximization

Simplex Volume Maximization

Alex J. Champandard

Translate two-bit doodles into paintings with Semantic Style Transfer

Style Transfer

Eirini Malliaraki

Use a pre-trained CNN to expose bias in machine learning-based recruiting processes

CNN, Face markers

Nikita Pekin

Text-to-image for "A painting of a murder in the style of Monet" generated by The Big Sleep

Big Sleep, CLIP

Suk Kyoung Choi

Style Transfer Trump's executive order with Kurt Schwitters' Das Und-bild, using the artist's philosophy to criticise

Style Transfer

Magenta, Google Creative Lab

Making music using new sounds generated with machine learning

RNN

Memo Akten

A GAN collage of nature images starting with Bigbang to today

GAN

Alexander Mordvintsev

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

Style Transfer

Parag K. Mital

A generative audio mashup tool using Memory Mosaic

Memory Mosaic

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

Sofia Crespo

Lenticular print of images made with a CNN

CNN, Lenticular Print

Jessica In, George Profenza, Sam Price

A live, interactive drawing installation that facilitates collaboration between a human and a robot, the model is trained on the QuickDraw dataset and uses the QuickDraw Classifier, and a custom SketchRNN

Hardware, SketchRNN, QuickDraw, Classifier

Shan Carter, David Ha, Ian Johnson, Chris Olah, Google Creative Lab

An RNN model generates handwriting based on your style

RNN

Guillaume Slizewicz

A mobile broadcasting robot using MobileNet V2 trained on COCO, OCR, and text to speech to amplify messages in public spaces

OCR, Text-to-speech, COCO, MobileNetV2

Memo Akten

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

pix2pix, GAN

Nushin Isabelle Yazdani

Generative images of convicts using a GAN

GAN

Pindar Van Arman

Generate art with a camera and robot arm

CNN, Hardware

Item 1 of 3

LIA

Using Chimera Painter to turn scribbled monsters into real monsters

Chimera Painter

Gene Kogan

DCGAN trained on a database of handwritten Chinese Characters

DCGAN, GAN

Alexander Mordvintsev

Repair images using Neural Cellular Automata, a 16-channel recurrent CNN with a fixed Sobel kernel, a dense layer, and masking

Neural Cellular Automata

Ryan Murdock

Maximize the perceptual difference between each image and minimize the difference between the outputs and images from a dataset

Min-Max

Shardcore

First Order Motion applied to Francis Bacon's Figure With Meat using a video of Boris Johnson

First Order Motion

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Copyright © 2021 Emil Wallner

All artworks © of their respective owners