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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

Obvious

GAN generated Japanese wood prints, and then print them using the same technique

GAN

Anne Spalter

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

Style Transfer, GAN

Memo Akten

Pick random words from Word2Vec and look at their relationships to the words ‘man’ and ‘woman’

Word2Vec

Albert Jimenez

GAN generative images based on Dali

GAN

Suzana Ilic

An RNN chatbot with a bias for sarcastic replies

RNN

Stephanie Dinkins

An RNN trained on oral histories from three generations of women from a single-family to highlight concerns of people who are underrepresented in the tech sector, displayed with an interactive voice assistant

RNN, LSTM, Microphone

Parag K. Mital

Mining Unlabeled Electronic Music Databases through 3D Interactive Visualization of Latent Component Relationships

Feature vectors

Jason Salavon

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

GAN, Discriminator

Jeff Thompson

Generative touch with a robotic arm, translating image features to movements

Hardware, CNN, RNN

Alexander Mordvintsev

Run an image through a pre-trained CNN, and then upscale the image backward. For each layer, adjust the image according to the difference between the activations and the image

CNN, Activations, DeepDream, Gradient Ascent

Refik Anadol Studio, Parag K. Mital, and LA Philharmonic

A PCGAN trained from the orchestra’s digital archives at the Walt Disney Concert Hall, the GAN-generated images are then animated with Houdini and projected on the walls of the concert hall

GAN, Houdini, ESR-GAN

Al Bencomo

Candy dispenser based a showing images to a CNN

CNN, Classification, Hardware

Suk Kyoung Choi

Style Transfer Trump's executive order with Kurt Schwitters' Das Und-bild, using the artist's philosophy to criticise

Style Transfer

Tero Parviainen

Mix latent space of sounds using wheels

VAE, Magenta

Sofia Crespo

CNN generated blend of of birds

CNN

Google Arts & Culture Lab, Pinar&Viola, Alexander Mordvintsev

Explore CNN activations and turn them into patterns

Gradient Ascent, DeepDream

Lulu xXX

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

StyleTransfer, Optical Flow, deepflow

Gene Kogan

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

DenseCap, DeepDream

Jia-Bin Huang

GAN to generate machine learning papers

GAN

Mike Tyka

Class visualization of insects with DeepDream

DeepDream, Gradient Ascent

Alec Wright, Eero-Pekka Damskägg, Lauri Juvela, Vesa Välimäki, Keith Bloemer, Zak Jost

Real-time guitar amplifier emulation with deep learning

WaveNet

Memo Akten

A GAN collage of nature images starting with Bigbang to today

GAN

Fabin Rasheed

Use GauGAN with sliders and segment animations, adjusting the landscape to raise awareness of climate change

GauGAN

Sergii Kharagorgiiev

Generative art program synthesis using Three.js, a general purpose graphics framework

Three.js

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Copyright © 2021 Emil Wallner

All artworks © of their respective owners