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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

Alexander Mordvintsev, Nicola Pezzotti, Ludwig Schubert, Chris Olah

3D Style Transfer

Style Transfer, 3D

Eric Lu

Classify a photo and match it with a doodle

CNN, Classification

NaN

An interactive demo to type with StyleGAN-generated letterforms

StyleGAN

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

Jonathan Fly

A CNN model that extracts depth maps from artworks and then augment them in a 3D point cloud

Depth Map, Point Cloud

Emil Wallner

Use an image captioning model, pix2code, to translate design mockups into a website

Image Captioning, pix2code, RNN, LSTM, CNN

Alexander Mordvintsev

Style Transfer based on Ernst Haeckel's art and a picture of Darwin

Style Transfer

Esteban Salgado

A StyleGAN trained on a dataset synthesised with analog and digital materials

GAN, StyleGAN

Mario Klingemann, Simon Doury, Google Arts & Culture Lab

Find N artworks that link two artworks

CNN, NNS

Tatiana Zobnina, Alonso Vázquez

Using DDSP to translate a Beluga whale voice into a violin

Spleeter, DDSP, BigGAN

Helena Sarin

Apply CycleGAN to a Sketch of the Fonthill Castle

CycleGAN, GAN

Jürgen Schmidhuber, Douglas Eck

Blues Improvisation with an LSTM

RNN, LSTM

Dan Motzenbecker and Kyle Phillips, Google Creative Lab

Classifies drawings and matches them with professional graphics

RNN, NNS

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

Helena Nikonole

Train an LSTM on sacred texts. Use voice synthesis to play the generated scriptures on unsecured surveillance cameras with speakers

LSTM

Robbie Barrat

GAN generated nude portraits inspired by Francis Bacon and Sol Lewitt

GAN

Alexander Mordvintsev

Create a video by connecting two paintings with Style Transfer

Style Transfer

Vince MingPu Shao

Classic snake game controlled by a webcam that classifies images of arrows

CNN, Camera

Stanislas Chaillou

Using a GAN to generate architecture plans

GAN

Hannu Töyrylä

GAN-generated images from personal photos from Finland

GAN

Javier Ideami

Visualizing the loss landscapes with real data using ResNet 20 architectures with batch sizes of 16 and 128 and the Adam optimizer

Loss, ResNet, Adam

Alex J. Champandard

Extract patches from an image to generate a texture with a GAN discriminator

GAN, Discriminator, Inpainting

Obvious

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

GAN

Andy Matuschak, Google

A real time implementation of Sketch RNN which predicts future strokes while you draw

RNN, QuickDraw

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Copyright © 2021 Emil Wallner

All artworks © of their respective owners