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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

Derrick Schultz

StyleGAN and Super-Resolution of flowers

StyleGAN

Tom White

A program that generates abstract images and is guided by a trained CNN classifier

CNN

Kyle Steinfeld

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

GAN, Heightfield, CAD

Libby Heaney

Pass the pixels of a frame through a Quantum Computer and track the transition with Open Pose

Quantum Computer, Open Pose, CNN

Eunsu Kang, Chun-Liang Li, Songwei Ge, Austin Dill, Lingyao Zhang, Manzil Zaheer, Barnabas Poczos

A 3D, DeepDream, GAN generated sculpture and printed, inspired by Homer’s Iliad

DeepDream, GAN, Point Cloud

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

Bill T. Jones, Google Creative Lab

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

PoseNet, Camera, Voice detection, Microphone

Alsino Skowronnek

A StyleGAN trained on thousands of frames of a filmed sequence of images of graffiti from NYC in the late 70s/early 80s. The output is interpreted into a painting and an AR filter

StyleGAN

Vadim Epstein

Recurrent application of Style Tranfer and 3D videomapping projected on building

StyleTransfer, Multi-Style Transfer

Christopher Hesse

Turn a drawing into a cat in a web browser

pix2pix, GAN

Item 1 of 3

LIA

Using Chimera Painter to turn scribbled monsters into real monsters

Chimera Painter

Emil Wallner

Generate a logo from a drawing using pix2pix HD

pix2pix, GAN

Gene Kogan

Translate a live face to face trackers and turn them into a another person with Pix2pix

GAN, Pix2pix, Camera

Aydao, Elissa Kathryn

Apply First Order Motion to Elissa Kathryn's TikTok video and create a collage of famous motives

First Order Motion

Jonathan Fly

A BigGAN latent video about a butterfly augmented with ImageJ and GauGAN

GauGAN, GAN, BigGAN, ImageJ

Vít Růžička, Eunsu Kang, David Gordon, Ankita Patel, Jacqui Fashimpaur, Manzil Zaheer

RNN generated fake articles seeded by real-world article titles

RNN

Erik Swahn

Four-channel StyleGAN trained on SRTM elevation data

StyleGAN, GAN

Parag K. Mital

Corpus-based audio synthesis on Michael Jackson’s Beat It using Nature Recordings

Corpus-based synthesis

Alex J. Champandard

Translate two-bit doodles into paintings with Semantic Style Transfer

Style Transfer

Dani Joy

An overpainted GAN interpolation of a smoking monkey

GAN

Gene Kogan

DCGAN trained on a database of handwritten Chinese Characters

DCGAN, GAN

Mauro Martino, Nima Dehmami, Luca Stornaiuolo

A 3D-generated sculpture made with points and links inspired by image2image networks

pix2pix, Point Cloud

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

Fabin Rasheed

An LSTM trained on 350k haikus, the generated Haiku is then translated to an image with AttnGAN and then painted

AttnGAN, LSTM, FastPhotoStyle

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Copyright © 2021 Emil Wallner

All artworks © of their respective owners