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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

Scott Eaton

Custom pix2pix HD turning sketches into bodies

pix2pix, GAN

Mario Klingemann

A blog post made with Markov Chains starting with religion and ending up discussing Adobe After Effects

Markov Chains

Jason Salavon

Visualize the entire ImageNet dataset in vertical rows

ImageNet

Vadim Epstein

Music video, created with Feature Inversion (successor of DeepDream) and enhanced with Neural Video Interpolation (slow motion).

DeepDream inversion, Video interpolation

Robbie Barrat

GAN-generated Renaissance paintings using the WikiArt dataset

GAN, DCGAN

Refik Anadol

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

GAN, ESR-GAN, StyleGAN

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

RNN generated fake articles seeded by real-world article titles

RNN

Libby Heaney

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

Quantum Computer, Open Pose, CNN

Dan Motzenbecker and Kyle Phillips, Google Creative Lab

Classifies drawings and matches them with professional graphics

RNN, NNS

Google AI

Word association games powered by semantic search

Semantic search

Mario Klingemann

Turn finger drawings into a GAN generated image

pix2pix, Camera, GAN

Jennifer Walshe, Memo Akten

Train an audio RNN and GAN on Jennifer Walshe's video performances, and generate music and visuals real-time during a duet with the artist and model

Grannma Magnet, RNN, GAN

Mayukh

Optimize the input image to maximize activations of a certain channel inspried by Olah, et al

Gradient Ascent

Jason Salavon

Combine a collage of GAN interpolations to create motives, then projected on a building

GAN

Derrick Schultz

Next frame prediction with a Conditional GAN, Super-resolution, and Super Slo-Mo on a fish

pix2pix, Super-Resolution, Super Slo Mo

Kaz Sato, Google Creative Lab

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

ANN, Hardware

NaN

An interactive demo to type with StyleGAN-generated letterforms

StyleGAN

Google Arts & Culture Lab, Pinar&Viola, Alexander Mordvintsev

Explore CNN activations and turn them into patterns

Gradient Ascent, DeepDream

Lulu xXX

Optical Flow based Style Transfer of woman singing

StyleTransfer, Optical Flow, deepflow

Erin Beesley

GAN trained on 10 thousand images of children's art

GAN

Xander Steenbrugge

Visualizing sound by interpolating a GAN trained on paintings

GAN

Ryan Murdock

Use BigGAN and CLIP-based Gradient Ascent to generate an image of "a horse head with four eyes"

BigGAN, Gradient Ascent, CLIP

Yotam Mann

Resynthesized audio from YouTube with neural nets trained on vocal and instrumental recordings

WaveGAN, GAN

Alexander Mordvintsev

Neural CA based experience, highlighting the relation between individual cells and their collective

Nerual CA

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Copyright © 2021 Emil Wallner

All artworks © of their respective owners