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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

Eyal Gruss, Ayelet Sapirshtein, Vered Heruti

A machine that creates live, generated, visual poetry from spoken poetry in any language

AttnGAN, Machine translation, Speech to text

Pindar Van Arman

Generate art with a camera and robot arm

CNN, Hardware

Simon Doury, Etienne Ferrier, Google Arts & Culture Lab

Cluster artworks based on color

UMAP

Google Creative Lab

Collect dataset and use AutoML to classify the images

AutoML, CNN, Hardware

Alexander Mordvintsev

DeepDream applied to Klimt's Adele Bloch-Bauer

DeepDream

Eunsu Kang, Donald Craig, Austin Dill, Songwei Ge, Barnabas Poczos

Use WaveGAN to generate sound based on touch

WaveGAN, Hardware, GAN

Jason Antic

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

U-net, Resnet, ImageNet, pix2pix, DeOldify

Anne Spalter

A GAN-generated highway image with Style Transfer from a charcoal drawing

Style Transfer, GAN

Apathia Records

Style Transfer with Optical Flow and DeepDream applied to a music video

StyleTransfer, DeepDream, Optical Flow

Harshit Agrawal

GAN created on images of surgical dissections

GAN

Ziv Epstein, Matt Groh, Manuel Cebrian, Iyad Rahwan

Use GAN inpaintings to add spirits to videos

GAN, Inpainting

Golan Levin, David Newbury, Kyle McDonald, Irene Alvarado, Aman Tiwari, Manzil Zaheer

Select a region on a map and extract CNN features and use NNS to find similar regions

CNN, NNS

Stanislas Chaillou

StyleGAN interpolation, trained on Karl Blossfeldt's herbarium (1928)

StyleGAN

Lulu xXX

DJ video with video texture advection with flipfluids and Optical Flow based Style Transfer

StyleTransfer, Optical Flow, deepflow

Manny Tan, Kyle McDonald, Google Creative Lab

Thousands of bird sounds visualized using an RNN model

RNN

Daniel Smilkov, Fernanda Viégas, Martin Wattenberg, the Big Picture team, Google Creative Lab

Generates a 3D t-SNE map to visualize high-dimensional data

t-SNE

Jonathan Fly

Upscale emojis to real faces

Super-Resolution

Nathan Shipley, Bella Poarch

Using StyleGAN transfer learning and layer blending to create a cartoon of Uma Thurman and then animating her using First Order Motion with a video of Bella Poarch from TikTok

StyleGAN, First Order Motion, GAN

Xander Steenbrugge

GAN generated textures and post processing in B3D with meditative music

GAN, B3D

Karl Sims

Visualize the fitness function of creatures learning in an environment

Reinforcement Learning

Yotam Mann, Google Creative Lab

A tool to mix the latent space of two instruments

VAE, Magenta

Jason Salavon

GAN interpolation based on a camera feed

GAN, Camera

Albert Jimenez, Adria Romero-Lopez, Mohamed Akrout, Stephen Solis-Reyes, Anirudh Challa

Use CycleGAN to turn Mars' surface into earth-like

CycleGAN, GAN

Robbie Barrat, Acne

Train a GAN on Acne clothing, generate images with the GAN, and create physical products according to the GAN images

GAN

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Copyright © 2021 Emil Wallner

All artworks © of their respective owners