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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

Jason Antic

Colorize B&W livingroom in Sweden with a pix2pix U-Net

U-net, Resnet, ImageNet, pix2pix, DeOldify

Al Bencomo

Candy dispenser based a showing images to a CNN

CNN, Classification, Hardware

Lulu xXX, Jacob Sutton

Apply Slic Superpixels and Style2Paint to Jacob Sutton's music video

Style Transfer

Ziv Epstein, Matt Groh, Manuel Cebrian, Iyad Rahwan

Use GAN inpaintings to add spirits to videos

GAN, Inpainting

Magenta, Google Creative Lab

Making music using new sounds generated with machine learning

RNN

Lingdong Huang, Zheng Jiang, Giada Sun, Tong Bai, Eunsu Kang, Barnabas Poczos

Generate a vintage Chinese opera by extracting poses and augmenting them with a pix2pix model

pix2pix, RNN, LSTM, Markov Chain, OpenPose, Detectron

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

RNN generated fake articles seeded by real-world article titles

RNN

Refik Anadol

Train a StyleGAN on nature images and interpolate the model inside of a VR cinema

GAN, VR, ESR-GAN, StyleGAN

Kory Mathewson, Piotr Mirowski

Use a Turing Test chatbot to guide an improvisational theatre act

Voice detection

Google Arts & Culture Lab

Use a camera and CNN to classify artworks in an exhibition

CNN, Classification

Alexander Mordvintsev, Nicola Pezzotti, Ludwig Schubert, Chris Olah

3D Style Transfer

Style Transfer, 3D

Agisoft

Fast 3D Style Transfer

Style Transfer, 3D

Bjørn Karmann, Google Creative Lab

A CNN model in a device that collects data and is auto trained to make an action

CNN, Hardware

Erik Swahn

StyleGAN trained on floor plans and stacked on top of each other

StyleGAN, GAN

Robbie Barrat

GPT-2 to generate a set of rules describing a drawing, inspired by Sol LeWitt

Transformer, GPT

Christine Sugrue, Google Arts & Culture Lab

Use Object Detection to explore details in artworks

CNN, Object Detection

Parag K. Mital

Extract features from 4.7M audio segments and create a tool to play and visualize the audio files

t-SNE

Shortcut

A portrait created in ArtBreeder and augmented with a AICAN popart model

Artbreeder, AICAN

Jonathan Fly

Apply Ken Burns 3D until it breaks, exposing the simulation software the model was created with

Ken Burns 3D, GAN, Inpainting

Aarati Akkapeddi

Visualizing face-recognition data

Face recognition

Elijah M

Using Portraitai and Deepart.io to create a style and then use EbSynth to apply it to a video

Portraitai, deepart.io, EbSynth, Style Transfer

Kaoru Okomura, Mike Tyka

Flora and fauna themed DeepDream projection on Kaoru Okomura

DeepDream

Erwin Driessens, Maria Verstappen

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

Face Recognition, CNN

Mike Tyka

A GAN trained on faces from Flickr

GAN

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Copyright © 2021 Emil Wallner

All artworks © of their respective owners