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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

Matty Mariansky

A curve generator is pitted against a face recognition algorithm. Using an evolutionary process, the curves thrive to be more and more face-like

CNN, Face Detection

Daniel Voshart

Using Artbreeder to translate statues of Roman emperors to latent vectors, and adjusting the vector to make them real

ArtBreeder, GAN, Photoshop

Maxime Plantady, Evelyne Drouin

Light projections on a sculpture based on facial expressions

Expression Detection

Simon Doury, Etienne Ferrier, Google Arts & Culture Lab

Cluster artworks based on color

UMAP

David Ha

Use a CPPN to create shader-like images including a tutorial

CPPN, ANN

Zihou Ng

A browser-based exploration of real-time latent space navigation of GAN at higher resolutions with WebGL

GAN

Sofia Crespo

Lenticular print of images made with a CNN

CNN, Lenticular Print

Item 1 of 2

Nuntinee Tansrisakul, Yuguang Zhang

A GAN-generated video is rendered with a digital pinhole camera process, the negatives are printed, and then processed in a darkroom to restore the aesthetic of analog photos in a digital-first world

GAN

Ben Snell

A 3D-GAN trained on sculptures inspired by the influence of nature and nurture

GAN, 3D

Guillaume Slizewicz

A mobile broadcasting robot using MobileNet V2 trained on COCO, OCR, and text to speech to amplify messages in public spaces

OCR, Text-to-speech, COCO, MobileNetV2

Eunsu Kang, Chun-Liang Li, Songwei Ge, Austin Dill, Lingyao Zhang, Manzil Zaheer, Barnabas Poczos

A 3D, DeepDream, GAN generated sculpture and printed, inspired by Homer’s Iliad

DeepDream, GAN, Point Cloud

Seung Joon Choi

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

CPPN, VAE, Raymarching, ANN

Sofia Crespo

CNN generated blend of species and 3D printed

CNN

Alexander Mordvintsev

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

Nerual CA

Will Stedden

Translate artist's 3500-word story into a video using CLIP-based Story2Hallucination

Story2Hallucination, CLIP, BigGAN

Gene Kogan

Progressively-grown GAN trained on WikiArts

GAN, Progressively Grown GAN

Karl Sims

Visualize the fitness function of creatures learning in an environment

Reinforcement Learning

Vince MingPu Shao

Classic snake game controlled by a webcam that classifies images of arrows

CNN, Camera

Annie Dorsen

Create a text model, potentially using Markov Chains, based on the debate between Michel Foucault and Noam Chomsky and performed as a theatre piece

Markov Chains

Philipp Schmitt, Steffen Weiß

Generate chairs with a GAN and then produce the generated chairs

GAN

Fabin Rasheed

Give Google's voice assistant a StyleGAN face in VR and animate answers with First Order Motion

StyleGAN, GAN, VR, First Order Motion

Christian Mio Loclair, Waltz Binaire

Adjust user interface animations according to an ANN trained on user interactions

ANN

Alexander Mordvintsev

Transition between artworks by continuously applying Style Transfer

Style Transfer

Anna Ridler

A voiceover via a CNN and RNN for Walt Disney's Nature's Half Acre (1951) trained on text from female protagonists in romance novels

RNN, LSTM, CNN

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Copyright © 2021 Emil Wallner

All artworks © of their respective owners