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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

Zhihao Ouyang, Yihang Yin, Kun Yan, Jian Wu, Xiaolin Hu

Compose violin music with prompts trained with a combination of a CNN and RNN, and performed

RNN, CNN, rGMIR, Magenta

Cunicode

A StyleGAN trained on thousands of public domain beetle illustrations

StyleGAN, GAN

Errthang is alive

StyleGAN2-ADA trained on myths and interpolated with music

StyleGAN

Fabin Rasheed

Translate a painting to a real-world photograph with GauGAN

GauGAN, GAN

Synflux, Hatara

A GAN trained on 2 million birds and converted to double Jacquard knit format

GAN

Jürgen Schmidhuber

Algorithmically generate a face that requires the least amount of features to encode, inspired by Leonardo da Vinci and Albrecht Dürer

Occam's razor, Kolmogorov complexity

Hans Brouwer

Audio-reactive latent interpolation with StyleGAN2 created by modulating latent and noise inputs with musical features

StyleGAN2

Derrick Schultz

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

pix2pix, Super-Resolution, Super Slo Mo

Hector Rodriguez

Reconstruct the film Alphaville (1965) by extracting patches from the same film and reassemble them with Simplex Volume Maximization

Simplex Volume Maximization

Kishi Yuma

Video transferred into next frame predictions via a Conditional GAN

GAN, pix2pix

Alexander Reben

DeepDream applied to Bob Ross's video and sound synthesized with Wavenet

DeepDream, Wavenet

Parag K. Mital

Corpus-based visual synthesis applied to Miley Cyrus's Wrecking Ball

Corpus-based synthesis

Gene Kogan

A Conditional GAN applied on satellite images from OpenStreetMap

pix2pix

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

Seung Joon Choi

Combining CPPN visuals and combining it with raymarching, VAE generated music

CPPN, VAE, Raymarching, ANN

Mario Klingemann, Mr.doob

AI doodles in Mr.doob's multi-user drawing tool

RNN, QuickDraw

Josh Urban Davis

Creating Glitch art by modifying GAN weights

GAN, Weights

Xinyue Yang

Classify voice with an RNN and match it with doodles

RNN, Classification, QuickDraw

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

Explore CNN activations and turn them into patterns

Gradient Ascent, DeepDream

Alexander Mordvintsev

Transition between artworks by continuously applying Style Transfer

Style Transfer

NaN

An interactive demo to type with StyleGAN-generated letterforms

StyleGAN

Ryan Murdock

Perceptual MinMax trained on 80 images from CelebA

Min-Max

Cyril Diagne

A Chrome plugin that uses 3D Photo Inpainting to turn images into 3D animations

Inpainting, 3D, 3D Photo Inpainting

Sarah Meyohas

A GAN trained on a personal dataset of 100k individual petals and interpolated in a collage

GAN

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Copyright © 2021 Emil Wallner

All artworks © of their respective owners