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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

Eric Lu

Classify a photo and match it with a doodle

CNN, Classification

Gene Kogan

A Conditional GAN applied on satellite images from OpenStreetMap

pix2pix

Helena Nikonole

Train an LSTM on sacred texts. Use voice synthesis to play the generated scriptures on unsecured surveillance cameras with speakers

LSTM

Mario Klingemann

Deleting weights in GANs to create glitches

GAN, Weights

Sofia Crespo

Add DeepDream like patterns on 3D beatles and print the new specimens

DeepDream, 3D

Vivian Troya

Two devices that transcribe voice in real-time and an RNN-based model that predict future conversations

RNN, Device, Microphone

Jason Salavon

Reconstruct images by introploating a collage of GANs and guiding it with a GAN discriminator

GAN, Discriminator

Mayukh

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

Gradient Ascent

Jürgen Schmidhuber, Douglas Eck

Blues Improvisation with an LSTM

RNN, LSTM

Nathan Vogel

Translate online maps to 19th century maps in real-time with CycleGAN

CycleGAN, GAN

Alex J. Champandard

Translate two-bit doodles into paintings with Semantic Style Transfer

Style Transfer

Joel Simon

Use a genetic algorithm to generate faces and the dlib face classifier for the objective function

Face Recognition, CNN

Xander Steenbrugge

Visualizing sound by interpolating a GAN trained on microscope images

GAN

Diego Porres

StyleGAN-generated Mexican and Guatemalan textiles

GAN, StyleGAN

Sofia Crespo

Lenticular print of images made with a CNN

CNN, Lenticular Print

Gene Kogan

Continuously zoom in a image and apply DeepDream and use Dense Captioning to label objects in the video

DenseCap, DeepDream

Nye Thompson

Scene classification from surveillance cameras, clustered, visualized, and printed

CNN

David Young

Generate pictures of flowers with a GAN

GAN, DCGAN

Yotam Mann

A WaveGAN-inspired model trained on the acapella vocal ensemble in Košice, Slovakia, translating Glenn Gould's piano into a Gregorian Choir

WaveGAN, GAN

Refik Anadol

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

GAN, VR, ESR-GAN, StyleGAN

Jack Qiao

Generate font combinations by matching the CNN features of fonts

NNS, CNN

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

Aydao, Elissa Kathryn

Apply First Order Motion to Elissa Kathryn's TikTok video and create a collage of famous motives

First Order Motion

François Quévillon

A tool for creating an endless car video. It's made by modifying parameters in the sampling system that's created with image features and other technologies

CNN

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Copyright © 2021 Emil Wallner

All artworks © of their respective owners