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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

Xander Steenbrugge

GAN generated textures and post processing in B3D with meditative music

GAN, B3D

Hans Brouwer

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

StyleGAN2

Josh Nimoy

DeepDream inspired by Classical Western Art History

DeepDream, Gradient Ascent

Olga Vechtomova

Generate lyrics with an VAE trained with seven different styles

VAE

Shardcore

Create a music video for The Private Sector's Quarantine Age Kicks using prominent people in the media and applying Wav2Lip

Wav2Lip

Alexander Mordvintsev

Create a video by connecting two paintings with Style Transfer

Style Transfer

Jonathan Fly

Upscaling old video games with GauGAN

GauGAN, GAN

Refik Anadol

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

GAN, ESR-GAN, StyleGAN

Christine Sugrue, Google Arts & Culture Lab

Use Object Detection to explore details in artworks

CNN, Object Detection

Jen Sykes

GAN-generated images from projector slides, printed, and projected

GAN

Alex J. Champandard

Translate two-bit doodles into paintings with Semantic Style Transfer

Style Transfer

Cyril Diagne

Use BASNet to extract an object from the environment and OpenCV SIFT to add it into photoshop

BASNet, OpenCV, SIFT, Camera

Guillaume Slizewicz

Create scenery descriptions from a camera input with Google's vision API and K-means, and then use an LSTM model to write the descriptions

LSTM, K-means, CNN

Bob L. Sturm

RNN generated Gaelic folk music

RNN

Mario Klingemann

Create a deep fake with Kellyanne Conway's by translating face markers into a video of a person speaking

GAN, pix2pix

Sofia Crespo

Use Style Transfer from creatures and plants, to create new creatures, printed

Style Transfer, Texture synthesis

Christopher Hesse

Turn a drawing into a cat in a web browser

pix2pix, GAN

Jonathan Fly

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

Depth Map, Point Cloud

Jia-Bin Huang

GAN to generate machine learning papers

GAN

Eric Anderson, Latentspaceman

A StyleGAN interpolation inspired by Watchmen's Doctor Manhattan on a lenticular print

StyleGAN, Lenticular, GAN

Sofia Crespo

CNN generated blend of of birds

CNN

Jürgen Schmidhuber

Create an artwork with the shortest algorithm while at the same time captures the essence of an object, using Kolmogorov Complexity

Occam's razor, Kolmogorov complexity

Minne Atairu

A StyleGAN model trained on portraits

StyleGAN, GAN

Julia Vergazova, Nikolya Ulyanov

Feeding surveillance camera images into a 3d-photo-inpainting network

3d photo inpainting

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Copyright © 2021 Emil Wallner

All artworks © of their respective owners