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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

Esteban Salgado

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

GAN, StyleGAN

Mario Klingemann

Deleting weights in GANs to create glitches

GAN, Weights

Nathan Shipley, Bobbo Andonova

Translate Bobbo Andonova's live sketch video to a person with Pixel2style2pixel, a StyleGAN Encoder for Image-to-Image Translation

Pixel2style2pixel

Andeep Singh Toor, Fred Bertsch, Google Research, Brain Team

An interactive web app that turns scribbles into monsters using CreatureGAN

CreatureGAN, GAN

Ardavan Bidgoli, Pedro Veloso

VAE-generated 3D point clouds for different objects, interpolated with a MIDI controller

VAE, Hardware, Point Cloud

Gael Hugo, Google Arts & Culture Lab

Cluster books with UMAP and create imaginary islands to visualize them

UMAP

Botnik Studios

RNN generate the lyrics for a country song and perform it

RNN

Gene Kogan

A Conditional GAN trained on OpenStreetMap's map and corresponding satellite image inspired by Italo Calvino's Invisible Cities

pix2pix, GAN, Device

Helena Sarin, Dmitri Cherniak

A GAN trained on algorithmically generated art

GAN

Christine Sugrue, Google Arts & Culture Lab

Use Object Detection to explore details in artworks

CNN, Object Detection

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

Kaz Sato, Google Creative Lab

Rock-Paper-Scissors game based on a robot with sensors, an ANN classifies the sensory data

ANN, Hardware

Casey Reas

GAN generated video of scanned plants inspired by Stan Brakhage

GAN

Daniël Korssen

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

PoseNet

Sey Min

Take a selfie and use a CNN to determine how likely you are to be a k-pop star

CNN, Classification

Ben Snell

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

GAN, 3D

Matt Groh, Ziv Epstein, Manuel Cebrian, Iyad Rahwan

Use GAN paintings and Object Detection to remove objects from a video

Object Detection, GAN, Inpainting

Jules LaPlace

An RNN trained on cattle auctioneers

RNN

Sougwen Chung

Train an RNN on drawing motions and create a painting in collaboration with a robot arm controlled by the model

RNN, LSTM

David Ha, Jonas Jongejan, Ian Johnson, Google Creative Lab

An RNN model generates doodles based on your style

RNN

Erwin Driessens, Maria Verstappen

Using Face Recognition and a robot arm to find grains of sand that looks like faces

Face Recognition, CNN

Josh Urban Davis

Creating Glitch art by modifying GAN weights

GAN, Weights

Errthang is alive

StyleGAN2-ADA trained on myths and interpolated with music

StyleGAN

Joel Simon

A collaborative art tool for mixing the latent space of different GAN models to produce new artworks

GAN, Interpolation, Feature Mixing

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Copyright © 2021 Emil Wallner

All artworks © of their respective owners