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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

YACHT, Ross Goodwin, Tom White, Mario Klingemann

An album with songs generated with Magenta’s MusicVAE model and lyrics made by an LSTM trained by Ross Goodwin

Magenta, VAE, NSynth Super

Lulu xXX, Jacob Sutton

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

Style Transfer

Refik Anadol

A StyleGAN trained on images from Mars MRO and interpolated frame-by-frame to create a 3D effect

GAN, ESR-GAN, StyleGAN

Sofia Crespo

Lenticular print of images made with a CNN

CNN, Lenticular Print

Joanne Hastie

Paint 12 shapes, algorithmically combine the forms, use the Inception Classifier to select artworks, and then paint the final selection

CNN, Inception, Classification

Gavin Shapiro, Jeremy Torman, cYsmix

Artistic Style Transfer for video applied to dancing flamingos in a recursive loop

Video StyleTransfer

Dani Joy

An overpainted GAN interpolation of a smoking monkey

GAN

Ryan Putnam

A GAN interpolation of detailed oil painting strokes

GAN, StyleGAN

Refik Anadol

A StyleGAN trained on 100 million pictures of New York; the GAN-generated images are then animated with Point Advection in Houdini

GAN, Houdini, ESR-GAN, StyleGAN

Michael Friesen

Create images in the style of Beksinski with CLIP and BigGAN

Big Sleep, CLIP, BigGAN

Parag K. Mital

Corpus-based visual synthesis recreating the Simpsons intro with the intro from the Family Guy

Corpus-based synthesis

Lisha Li, Vladimir Glazachev, Dzmitry Pletnikau, Eric Liu, Jessica Hu

A collaborative fiction with GPT-3. Video, personas, and voices are all generated

GAN, Few Shot Animation, Text To Speech, GPT

Naofumi Akimoto

Create a video with a conditional GAN using next frame predictions

GAN, pix2pix

Eric Anderson

StyleGAN trained on plasma photos, displayed in a collage

StyleGAN, GAN

Mario Klingemann

Create a deep fake with Kellyanne Conway's by translating face markers into a video of a person speaking

GAN, pix2pix

Ben Snell

A 3D-GAN trained on 1000 sculptures inspired by the Greek god Dionysus

GAN, 3D

Terence Broad

Generate GAN images without a training dataset

GAN

Daniël Korssen

Create a shared playlist on Spotify and create a digital dance party by animating each dancer with PoseNet

PoseNet

Xavier Snelgrove and Matthew Tesfaldet

Generate shader-like animations with CPPN using microphone prompts

CPPN, Microphone

Memo Akten

Generated by two neural networks recursively upscaling itself and generating the titles with an image captioning model

ANN, Image Captioning, RNN, CNN

David Young

Generate pictures of flowers with a GAN

GAN, DCGAN

Obvious

Storify and auction GAN generated paintings based on Robbie Barrat's model

GAN

Bill T. Jones, Google Creative Lab

Detect poses and voice and add the spoken words live in the choreography

PoseNet, Camera, Voice detection, Microphone

Janelle Shane, Google

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

RNN

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Copyright © 2021 Emil Wallner

All artworks © of their respective owners