Creative AI Lab [database]
Info

This database* is an ongoing project to aggregate tools and resources for artists, engineers, curators & researchers interested in incorporating machine learning (ML) and other forms of artificial intelligence (AI) into their practice. Resources in the database come from our partners and network; tools cover a broad spectrum of possibilities presented by the current advances in ML like enabling users to generate images from their own data, create interactive artworks, draft texts or recognise objects. Most of the tools require some coding skills, however, we’ve noted ones that don’t. Beginners are encouraged to turn to RunwayML or entries tagged as courses. 

*This database isn’t comprehensive—it's a growing collection of research commissioned & collected by the Creative AI Lab. The latest tools were selected by Luba Elliott. Check back for new entries.


☀︎ PINNED ENTRY
Journal
The Next Biennial Should Be Curated By A Machine by Stages →︎
PUBLISHED
March 2021
Liverpool Biennial 2021
TAGS
Curation
☀︎ PINNED ENTRY
Everything I Say Is True: Poetic Bibliography by Kite →︎
TAGS
Indigenous AI, Non-human Intelligence
Tool
Interview
Essay
Talk
Course
Podcast
Diagram
Paper
Publication
Journal
The Next Biennial Should Be Curated By A Machine by Stages →︎
PUBLISHED
March 2021
Liverpool Biennial 2021
TAGS
Curation
Paper
Indigenous Protocol and Artificial Intelligence by Indigenous Protocol and Artificial Intelligence Working Group →︎
PUBLISHED
October 2020
The Initiative for Indigenous Futures and the Canadian Institute for Advanced Research (CIFAR)
TAGS
Decolonisation
Publication
AI Art Manifesto by Natalia Fuchs, Peter Kirn, Chris Salter, Emilio Vavarella, Moises Horta Valenzuela →︎
PUBLISHED
September 2020
Futurological Congress, Transart Festival 2020
TAGS
Manifesto
Publication
AI Art: Machine Visions and Warped Dreams by Joanna Zylinska →︎
PUBLISHED
August 2020
Ppen Humanities Press
Interview
A Different Research Agenda: Julia Kaganskiy Introduces the Creative AI Lab →︎
PUBLISHED
July 2020
Serpentine
TAGS
Eva Jäger, Mercedes Bunz
Interview
Luba Elliott on the Emergence of the Creative AI Field →︎
PUBLISHED
July 2020
Serpentine
TAGS
Eva Jäger, Mercedes Bunz
Tool
Multi-category
RunwayML ↗︎
RunwayML contains a variety of models designed for generating images, text and beyond. It does not require coding skills and costs 0.05 USD per minute for running models on a remote cloud GPU infrastructure.
ADDED
July 2020
DEVELOPER
Runway AI
LICENSE
Terms permit you to use the RunwayML Services for your personal, non-commercial use only
Tool
Static image
VFRAME: Computer Vision Tools For Human Rights Researchers ↗︎

VFRAME is an open-source project that develops customized object detection models, visual search engine tools, and synthetic image datasets for training deep convolutional neural networks.

ADDED
July 2020
DEVELOPER
Adam Harvey
LICENSE
MIT License Copyright 2018 Adam Harvey
Course
Machine Learning for Musicians and Artists by Rebecca Fiebrink →︎
PUBLISHED
July 2020
Goldsmiths University London
TAGS
Free course, Demos
Tool
Audio
Tensorflow WaveNet ↗︎
Tensorflow WaveNet can be used to generate audio and speech. It is free, works in Tensorflow and requires intermediate coding skills.
ADDED
July 2020
DEVELOPER
DeepMind
LICENSE
The MIT License (MIT) Copyright 2016 Igor Babuschkin
Tool
Visualisation
Image t-SNE ↗︎
Image t-SNE is a tool for visualising high-dimensional data. It is free and requires intermediate coding skills.
ADDED
July 2020
DEVELOPER
Ml4a
LICENSE
GNU General Public License v2.0
Tool
Dance and Movement
PoseNet ↗︎
PoseNet is used to estimate either a single pose or multiple poses (in multiple people) in image/video. It is a free Tensorflow implementation and requires intermediate coding skills.
ADDED
July 2020
DEVELOPER
Google
Tool
Facial Detection, Recognition and Manipulation
ofxFaceTracker2 ↗︎
ofxFaceTracker2 can be used for face detection, face landmark detection and for head pose estimation. It is an addon for OpenFrameworks, free and requires at least intermediate coding skills.
ADDED
July 2020
DEVELOPER
Jonas Jongejan
Tool
Audio
Lyrebird ↗︎
Lyrebird lets you create a voice doublethat sounds like you based on an audio sample. There is also the option to overdub, which replaces recorded phrases with synthesized speech that is tonally blended in with the surrounding audio. Lyrebird is currently in private beta, but is open to hearing about potential interesting use cases.
ADDED
July 2020
DEVELOPER
Lyrebird (now owned by Descript)
LICENSE
License Grant. Subject to their Terms, Descript grants you a limited, nonexclusive, nontransferable license to access and use Descript
Tool
Handwriting and Digits
write-rnn-tensorflow ↗︎
write-rnn-tensorflow can be used for random handwriting generation. It is a free Tensorflow implementation that requires intermediate coding skills.
ADDED
July 2020
DEVELOPER
David Ha
Tool
Dance and Movement
OpenPose ↗︎
OpenPose is a real-time multi-person system to jointly detect human body, hand, facial, and foot keypoints on a single image
ADDED
July 2020
DEVELOPER
CMU Perceptual Computing Lab
LICENSE
Updated Caffe version license 1.0.0rc5 to 1.0.0
Tool
Music
Jukebox ↗︎

Jukebox is neural network that generates music, including rudimentary singing, as raw audio in a variety of genres and artist styles.

ADDED
July 2020
DEVELOPER
OpenAI
LICENSE
Modified MIT License Software Copyright 2020 OpenAI
Tool
Text
GPT-3 ↗︎

Forthcoming. OpenAI researchers have released a paper about GPT-3, a language model capable of achieving state-of-the-art results on a set of benchmark and unique natural language processing tasks that range from language translation to generating news articles to answering SAT questions. GPT-3 has a 175 billion parameters.

ADDED
June 2020
DEVELOPER
OpenAI
LICENSE
Modified MIT License Software Copyright 2020 OpenAI
Tool
Audio
AudioClassifier ↗︎
AudioClassifier can be used to distinguish different sounds from each other, providing the results to other applications over OSC.It is an openFrameworks application, part of the ml4a-ofx collection. It is free and requires basic coding skills.
ADDED
June 2020
DEVELOPER
Ml4a
LICENSE
GNU General Public License v2.0
Tool
Handwriting and Digits
Handwriting Synthesis ↗︎
Handwriting Synthesis can be used for generating handwriting. It is a free Tensorflow implementation that requires intermediate coding skills.
ADDED
June 2020
DEVELOPER
Sean Vasquez
Tool
Audio
Audio t-SNE ↗︎
Audio t-SNE places similar-sounding audio clips near each other and plays them as you hover the mouse over each clip. It is free and requires basic coding skills.
ADDED
June 2020
DEVELOPER
Ml4a
LICENSE
GNU General Public License v2.0
Talk
AI as an Act of Thought by Ramon Amaro →︎
PUBLISHED
June 2020
Sonic Acts
Tool
Audio
Audio Style Transfer ↗︎
Audio Style Transfer synthesizes audio by independently manipulating style and content. It is free and available as Tensorflow, Torch and Lasagne implementations. It requires basic coding skills.
ADDED
June 2020
DEVELOPER
Dmitry Ulyanov and Vadim Lebedev
Paper
Data and the Task of the Humanities by Leif Weatherby →︎
PUBLISHED
June 2020
The Hedgehog Review
TAGS
Automation, Divination
Tool
Music
CycleGAN-Music-Style-Transfer ↗︎
CycleGAN-Music-Style-Transfer realises music style transfer between different musical domains (classic, jazz,pop). It is a free Tensorflow implementation and requires intermediate coding skills.
ADDED
June 2020
DEVELOPER
ETH Zurich
LICENSE
MIT License Copyright 2018 Sumu Zhao
Tool
Music
Nsynth ↗︎
Nsynth can be used to generate sound at the level of individual samples. It provides artists with intuitive control over timbre and dynamics and the ability to explore new sounds. It was trained on a dataset of musical notes. It is free and requires intermediate coding skills.
ADDED
June 2020
DEVELOPER
Google and DeepMind
Tool
Handwriting and Digits
Convolutional VAE ↗︎
This Convolutional VAE tool demonstrates how to generate images of handwritten digits by training a Variational Autoencoder. It is free, runs as a Colab notebook and requires intermediate coding skills.
ADDED
June 2020
DEVELOPER
Google
Tool
Handwriting and Digits
Four Experiments in Handwriting with a Neural Network ↗︎
This is a series of web-based experiments in handwriting with a neural network such as generating new strokes based on your handwriting input. It is free and requires no coding skills.
ADDED
June 2020
DEVELOPER
Google
Tool
Drawing
sketchRNN demo ↗︎
This is an interactive web experiment that lets you draw together with a recurrent neural network (sketch-rnn). It is free, web-based and requires no coding skills.
ADDED
June 2020
DEVELOPER
Google
LICENSE
Attribution 4.0 International (CC BY 4.0)
Tool
Handwriting and Digits
Digit Fantasies by a Deep Generative Model ↗︎
This is a web-based demo that generates digits. It is free and requires no coding skills.
ADDED
June 2020
DEVELOPER
Durk Kingma
Paper
Excavating AI by Kate Crawford, Trevor Paglen →︎
PUBLISHED
June 2020
The AI Now Institute, NYU
TAGS
Data, Automation
Tool
Handwriting and Digits
RNN Handwriting Generation Demo ↗︎
This is a web-based demo of generating handwriting using RNN. It is free and requires no coding skills.
ADDED
June 2020
DEVELOPER
Alex Graves
Course
ml4a (Machine Learning for Artists) Classes by Casey Reas →︎
PUBLISHED
June 2020
Casey Reas, New York University
TAGS
Slides, Demos
Tool
Music
MuseNet ↗︎
MuseNet can generate 4-minute musical compositions with 10 different instruments, and can combine styles from country to Mozart to the Beatles. The dataset comes from a variety of sources including ClassicalArchives, BitMidi and MAESTRO. It is free and the web-based version does not require coding skills.
ADDED
May 2020
DEVELOPER
OpenAI
LICENSE
For use of outputs created by MuseNet, please cite this blog post as
Podcast
Interdependence 4 - Jesse Engel (Google Magenta) by Holly Herndon, Matt Dryherst →︎
PUBLISHED
May 2020
Interdependance
TAGS
Jesse Engel
Tool
Text
Char-rnn-tensorflow ↗︎

Charr-rnn-tensorflow is a character-level language model in Python using Tensorflow. It is free and requires at least intermediate coding skills.

ADDED
May 2020
DEVELOPER
Sherjil Ozair
LICENSE
The MIT License (MIT) Copyright (c) 2015 Sherjil Ozair
Tool
Text
textgenrnn ↗︎
Textgenrnn allows you to easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code, or quickly train on a text using a pretrained modeI. It is is a Python 3 module on top of Keras/TensorFlow. It is free and requires at
ADDED
May 2020
DEVELOPER
Max Woolf
LICENSE
MIT License Copyright 2017-2020 Max Woolf
Tool
Text
GPT-2 ↗︎
GPT-2 is a transformer-based language model. It was trained on WebText, a dataset consisting of the text contents of 45 million links posted by users of the ‘Reddit’ social network. It is free and requires at least intermediate coding skills.
ADDED
May 2020
DEVELOPER
OpenAI
LICENSE
Modified MIT License Software Copyright 2019 OpenAI
Tool
Dance and Movement
Everybody Dance Now ↗︎
Everybody Dance Now enables motion transfer. Givena source video of a person dancing,it can transfer that performance to a novel target. It is free and requires advanced coding skills.
ADDED
May 2020
DEVELOPER
UC Berkeley
Tool
Music
Folk-rnn ↗︎
Folk-rnn enables you to generate folk music. It is free. There is a web-based version and also a code repository.
ADDED
May 2020
DEVELOPER
Bob Sturm
LICENSE
The MIT License (MIT) Copyright (c) 2015 Bob L. Sturm, Jõao Felipe Santos, Iryna Korshunova
Tool
Drawing
sketchRNN ↗︎
Sketch-rnn can produce sketches of common objects. It has been originally trained on the QuickDraw dataset, which contains rough human-drawn images representing hundreds of classes. It is free and requires at least intermediate coding skills.
ADDED
May 2020
DEVELOPER
Google
LICENSE
Attribution 4.0 International (CC BY 4.0)
Tool
Drawing
DoodleClassifier ↗︎
DoodleClassifier enables you to train a classifier to accurately recognise drawings from a camera. It is an openFrameworks application, part of the ml4a-ofx collection. It is free and requires intermediate coding skills.
ADDED
May 2020
DEVELOPER
Ml4a
LICENSE
GNU General Public License v2.0
Tool
Music
Magenta Studio ↗︎

Magenta Studio is a collection of plugins for music generation with MIDI Files. It includes 5 tools: Continue, Groove, Generate, Drumify, and Interpolate. It is free and available for Windows, MacOS and as an Ableton plugin. It does not require coding skills.

ADDED
May 2020
DEVELOPER
Google
LICENSE
Copyright 2016 The Magenta Team. All rights reserved.
Tool
Gesture recognition
Gesture Recognition Toolkit ↗︎
Gesture Recognition Toolkit is designed for real-time gesture recognition. It is a free, cross-platform, open-source, C++ machine learning library. It requires advanced coding skills.
ADDED
May 2020
DEVELOPER
Nick Gillian
Podcast
Sensilab Creative AI Podcast: Luba Elliott by Jon McCormack, Nina Rajcic →︎
PUBLISHED
May 2020
SensiLab, Monash University in Melbourne
Tool
Dance and Movement
Beyond Imitation ↗︎
Beyond Imitation is a set of open-source tools for the research of experimental dance. It is free and has examples that you can play with in browser and some where coding skills are required.
ADDED
May 2020
DEVELOPER
Yale University
Paper
The Nooscope by Matteo Pasquinelli, Vladan Joler →︎
PUBLISHED
May 2020
KIM HfG Karlsruhe and Share Lab
TAGS
Jon Beller, Kate Crawford, Dubravko Ćulibrk
Diagram
The Nooscope by Matteo Pasquinelli, Vladan Joler →︎
PUBLISHED
May 2020
KIM HfG Karlsruhe and Share Lab
TAGS
Jon Beller, Kate Crawford, Dubravko Ćulibrk
Interview
Jenna Sutela: Soul, meat and pattern by Gary Zhexi Zhang →︎
PUBLISHED
April 2020
Sleek Magazine
Podcast
Art and AI with Eva Jäger and Mercedes Bunz by Ben Byford →︎
PUBLISHED
April 2020
The Machine Ethics Podcast
Tool
Drawing
Autodraw ↗︎
AutoDraw converts your sketches into professional drawings. It is free, web-based and requires no coding skills.
ADDED
April 2020
DEVELOPER
Google
LICENSE
Attribution 4.0 International (CC BY 4.0)
Paper
Designing and Evaluating the Usability of a Machine Learning API for Rapid Prototyping Music Technology by Francisco Bernardo, Michael Zbyszyński, Mick Grierson, Rebecca Fiebrink →︎
PUBLISHED
April 2020
Frontiers in Artificial Intelligence
Tool
Facial Detection, Recognition and Manipulation
FaceSwap ↗︎
FaceSwap recognises and swaps faces in pictures and video. It is a free, powered by Tensorflow, Keras and Python and will run on Windows, macOS and Linux. It requires intermediate coding skills.
ADDED
April 2020
DEVELOPER
deepfakes
LICENSE
GNU General Public License Version 3, 29 June 2007
Tool
Multi-category
Ml4a ↗︎
Ml4a is a set of guides and resources designed to enable artists to work with a variety of machine learning techniques. It is free and requires a willingness to learn some coding skills.
ADDED
March 2020
DEVELOPER
Ml4a
LICENSE
GNU General Public License v2.0
Tool
Multi-category
Ml4a-ofx ↗︎
Ml4a-ofx is a collection of real-time interactive applications and associated scripts for working with machine learning. It is free, requires openFrameworks and intermediate coding skills.
ADDED
March 2020
DEVELOPER
Ml4a
LICENSE
GNU General Public License v2.0
Tool
Multi-category
Wekinator v2.1.0.4 ↗︎
The Wekinator allows users to build new interactive systems by demonstrating human actions and computer responses. It is free and does not require coding skills.
ADDED
March 2020
DEVELOPER
Rebecca Fiebrink
LICENSE
GNU General Public License
Tool
Multi-category
Ml5.js ↗︎
Ml5.js is a set of machine learning tools for the web. The library provides access to machine learning algorithms and models in the browser, building on top of TensorFlow.js with no other external dependencies. It is free and requires basic coding skills.
ADDED
March 2020
DEVELOPER
Ml5.js
LICENSE
MIT License
Tool
Static Image
Deep Dream ↗︎
DeepDream can be used to change the aesthetic of an image, creating a multicoloured hallucinogenic appearance by using a neural network to find and enhance patterns in images. It was originally trained on the ImageNet dataset. It is free, available in Colab and requires intermediate coding skills.
ADDED
March 2020
DEVELOPER
Google
LICENSE
CC 3.0 This means that you can use it commercially as long as you attribute the technology
Tool
Static Image
Deep Dream Generator ↗︎
DeepDreamGenerator can apply the DeepDream aesthetic to an image or apply another artistic style to it. It is a free website and does not require coding skills.
ADDED
March 2020
DEVELOPER
Small team of enthusiasts
LICENSE
CC 3.0 This means that you can use it commerically as long as you attribute the technology
Tool
Static Image
Neural-style ↗︎
Neural-style combines the content of one image with the style of another. It is free and requires intermediate coding skills.
ADDED
March 2020
DEVELOPER
Justin Johnson
LICENSE
MIT License
Tool
Static Image
DeepArt ↗︎
DeepArt changes an image into the style of an artist. It is a free website and does not require coding skills.
ADDED
March 2020
DEVELOPER
Bethge Lab
LICENSE
MIT License
Tool
Static Image
GauGAN ↗︎
GauGAN, named after post-Impressionist painter Paul Gauguin, creates photorealistic images from segmentation maps. It is free, web-based and does not require coding skills.
ADDED
March 2020
DEVELOPER
NVIDIA
LICENSE
Licensed under public domain
Tool
Static Image
SPADE ↗︎
SPADE creates photorealistic images from segmentation maps. There are several free implementations available including in PyTorch and Tensorflow. It requires at least intermediate coding skills.
ADDED
March 2020
DEVELOPER
NVIDIA
LICENSE
Attribution-NonCommercial-ShareAlike 4.0 International
Tool
Static Image
CycleGAN ↗︎
CycleGAN is used for image-to-image translation. It can generate photos from paintings, turn horses into zebras, perform style transfer and more. It is free and there is a variety of PyTorch, Tensorflow and other implementations available, most requiring at least basic coding skills.
ADDED
March 2020
DEVELOPER
UC Berkeley
LICENSE
Copyright (c) 2017, Jun-Yan Zhu and Taesung Park All rights reserved
Tool
Static Image
Pix2pix ↗︎
Pix2pix is used for image translation e.g. synthesizing photos from label maps, reconstructing objects from edge maps, and colorizing images.There are free implementations in Torch, Tensorflow and others, most requiring at least basic coding skills.
ADDED
March 2020
DEVELOPER
UC Berkeley
LICENSE
Copyright (c) 2016, Phillip Isola and Jun-Yan Zhu All rights reserved
Tool
Static Image
Pix2pix simple demo ↗︎
This is a simple implementation of the pix2pix paper on the browser using TensorFlow.js. It is free and does not require any coding skills.
ADDED
March 2020
DEVELOPER
Zaid Alyafeai
Tool
Static Image
DCGAN ↗︎
DCGAN is an image generation model. It is a free Tensorflow implementation and requires intermediate coding skills.
ADDED
March 2020
DEVELOPER
OpenAI /indico
LICENSE
MIT License
Tool
Static Image
Artbreeder ↗︎
Artbreeder is a tool for collaborative creation based on mixing images together. It is based on the BigGAN model. It is a free website and does not require coding skills.
ADDED
March 2020
DEVELOPER
Joel Simon
LICENSE
CC0 license. This releases any image you create on Artbreeder into the public domain.
Tool
Static Image
BigGAN ↗︎
BigGAN generates high quality photorealistic images. It was originally trained on the ImageNet dataset. It is a free PyTorch implementation and requires at least intermediate coding skills.
ADDED
March 2020
DEVELOPER
Andrew Brock/DeepMind
LICENSE
MIT License Copyright 2019 Andy Brock
Tool
Static Image
StyleGAN2 ↗︎
StyleGAN2 is a state of the art image generation model used to create photorealistic images with minimal technological artifacts. This is a Tensorflow implementation and requires advanced coding skills.
ADDED
March 2020
DEVELOPER
NVIDIA
LICENSE
Copyright (c) 2019, NVIDIA Corporation. All rights reserved. Nvidia Source Code License-NC
Tool
Moving image
Vid2Vid ↗︎
Vid2vid enables high-resolution photorealistic video-to-video translation. It can be used for turning semantic label maps into photo-realistic videos, synthesizing people talking from edge maps, or generating human motions from poses. This is a free PyTorch implementation that requires intermediate coding skills.
ADDED
March 2020
DEVELOPER
Nvidia
LICENSE
Copyright (C) 2017 NVIDIA Corporation. Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu. All rights reserved. Licensed under the CC BY-NC-SA 4.0 license
Tool
Moving image
Few-shot vid2vid ↗︎
Few shot vid2vid photorealistic video-to-video translation. It can be used for generating human motions from poses, synthesizing people talking from edge maps, or turning semantic label maps into photo-realistic videos. This is a free PyTorch implementation that requires intermediate coding skills.
ADDED
March 2020
DEVELOPER
Nvidia
LICENSE
Nvidia Source Code License (1-Way Commercial) – NVIDIA CONFIDENTIAL
Tool
Moving image
Realistic-Neural-Talking-Head-Models ↗︎

Realistic-Neural-Talking-Head-Models is able to generate a moving face based a single image. This is a free implementation and requires advanced coding skills. 

ADDED
March 2020
DEVELOPER
Vincent Thévenin
LICENSE
GNU General Public License
Tool
Text
Torch-rnn ↗︎
Torch-rnn is a character-level language model in Python using Torch. It is free and requires at least basic coding skills
ADDED
March 2020
DEVELOPER
Justin Johnson
LICENSE
The MIT License (MIT) Copyright (c) 2016 Justin Johnson
Tool
Emotional Recognition
iMotions ↗︎

iMotions integrates various sensor technologies to track different aspects of human responses to stimuli in many kinds of environments. Pricing on request.

ADDED
November 2019
DEVELOPER
iMotions
Experiment
The Next Biennial Should be Curated by a Machine by UBERMORGEN, Leonardo Impett, Joasia Krysa →︎
PUBLISHED
November 2019
Artport
TAGS
Liverpool Biennial, Whitney Museum of American Art
Essay
The Calculation of Meaning: on the Misunderstanding of New Artificial Intelligence as Culture by Mercedes Bunz →︎
PUBLISHED
September 2019
Culture, Theory and Critique
Essay
Entangled Realities by Anna Ridler →︎
PUBLISHED
September 2019
DAMN Magazine
TAGS
HeK Basel
Publication
Making Pictures with Generative Adversarial Networks by Casey Reas →︎
PUBLISHED
September 2019
Anteism Books
TAGS
Nora Khan
Interview
Cybernetics for the Twenty-First Century: An Interview with Philosopher Yuk Hui by Geert Lovink →︎
PUBLISHED
September 2019
e-flux
TAGS
Geert Lovink
Essay
Spectacular Machinery and Encrypted Spectatorship by Daniel Chavez Heras →︎
PUBLISHED
August 2019
A Peer-Reviewed Journal About (Machine Feeling)
TAGS
Machine Learning, Generative Adversarial Networks, Magic
Interview
Marcus Du Sautoy and Hans Ulrich Obrist on 'The Creativity Code' →︎
PUBLISHED
June 2019
TAGS
Marcus Du Sautoy, Hans Ulrich Obrist
Essay
Commodities Leap the Species Barrier by Mark Fisher, Suzanne Livingston →︎
PUBLISHED
June 2019
Dazed
TAGS
CCRU, AI: More than Human, the Barbican
Tool
Gesture recognition
ofGVF ↗︎
ofGVF enables realtime gesture recognition and variation tracking. It is free, available for MasOX or as an openFrameworks add-on and requires intermediate coding skills.
ADDED
June 2019
DEVELOPER
Baptiste Caramiaux
LICENSE
GNU Lesser General Public License Version 3, 29 June 2007
Essay
Failing to Distinguish between a Tractor Trailer and the Bright White Sky by James Bridle →︎
PUBLISHED
June 2019
e-flux
Essay
Three Thousand Years of Algorithmic Rituals: The Emergence of AI from the Computations of Space by Matteo Pasquinelli →︎
PUBLISHED
June 2019
e-flux
Tool
Facial Detection, Recognition and Manipulation
OpenFace ↗︎
OpenFace is a facial behavior analysis toolkit including facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation. It is free, available for Windows, Ubuntu and Mac and requires at least intermediate coding skills.
ADDED
May 2019
DEVELOPER
CMU MultiComp Lab
LICENSE
Copyright 2017, Carnegie Mellon University and University of Cambridge
Tool
Object Detection, Recognition and Classification
ConvnetClassifier ↗︎
ConvnetClassifier enables you to train a classifier to recognize any objects, persons and other visuals you show it via your webcam. It is an openFrameworks application, part of the ml4a-ofx collection. It is free and requires intermediate coding skills.
ADDED
May 2019
DEVELOPER
Ml4a
LICENSE
GNU General Public License v2.0
Publication
Hito Steyerl: Power Plants →︎
PUBLISHED
April 2019
Actual Reality, Artificial Stupidity
TAGS
Actual Reality, Artificial Stupidity
Tool
Object Detection, Recognition and Classification
YOLO: Real-time-object-detection ↗︎
YOLO is a system of detecting objects in real-time. It is free, requires Darknet and intermediate coding skills.
ADDED
March 2019
DEVELOPER
Joseph Redmon
Tool
Object Detection, Recognition and Classification
Image Classifier ↗︎
This tool classifies an image using a pre-trained model. The model was trained on ImageNet. It is free, web-based and requires basic coding skills.
ADDED
February 2019
DEVELOPER
Ml5.js
LICENSE
MIT License
Tool
Object Detection, Recognition and Classification
Teachable Machine ↗︎
Teachable Machine is a web-based tool that lets you train a computer to recognize your own images, sounds, & poses. It is free and does not require coding skills.
ADDED
February 2019
DEVELOPER
Google
Tool
Emotional Recognition
FaceReader ↗︎
FaceReader recognises specific properties in facial images, including the six basic or universal expressions as well as a 'neutral' state and 'contempt'. Pricing on request.
ADDED
February 2019
DEVELOPER
Noldus
Paper
The Alien Subject of AI by Luciana Parisi →︎
PUBLISHED
January 2019
Goldsmith's University of London
TAGS
Subjectivity
Publication
The Metainterface by Christian Ulrik Andersen, Soren Bro Pold →︎
PUBLISHED
January 2019
MIT Press
Publication
Communication by Mercedes Bunz, Finn Brunton, Paula Bialski →︎
PUBLISHED
January 2019
University of Minnesota Press, Meson Press
Tool
Object Detection, Recognition and Classification
DenseCap ↗︎
DenseCap detects objects in images and describes them in natural language. It is a free Torch implementation and requires intermediate coding skills.
ADDED
November 2018
DEVELOPER
Stanford
Interview
James Bridle and Ben Vickers on 'The New Dark Age' →︎
PUBLISHED
July 2018
Serpentine
Interview
Ian Cheng in conversation with Nora Khan and Ben Vickers →︎
PUBLISHED
March 2018
Serpentine
Paper
Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification by Joy Buolamwini, Timnit Gebru →︎
PUBLISHED
February 2018
Proceedings of Machine Learning Research
TAGS
Algorithmic Justice League, Coded gaze
Talk
The Gender Shades Project by Algorithmic Justice League, Joy Buolamwini →︎
PUBLISHED
February 2018
MIT Media Lab
TAGS
Algorithmic Justice League, Coded gaze
Paper
Anatomy of an AI System: The Amazon Echo As An Anatomical Map of Human Labor, Data and Planetary Resources by Kate Crawford, Vladan Joler →︎
PUBLISHED
January 2018
The AI Now Institute, NYU and Share Lab
TAGS
Joana Moll, Meredith Whittaker, Alex Campolo
Diagram
Anatomy of an AI System: The Amazon Echo As An Anatomical Map of Human Labor, Data and Planetary Resources by Kate Crawford, Vladan Joler →︎
PUBLISHED
January 2018
The AI Now Institute, NYU and Share Lab
TAGS
Joana Moll, Meredith Whittaker, Alex Campolo
Interview
GUEST, GHOST, HOST MACHINE!: Kenric McDowell and Jason Louv →︎
PUBLISHED
October 2017
Serpentine
Talk
GUEST, GHOST, HOST: MACHINE! Bubble Vision by Hito Steyerl →︎
PUBLISHED
October 2017
Serpentine
Interview
Ian Cheng and Richard Evans →︎
PUBLISHED
September 2017
The Sims
TAGS
Ian Cheng, Richard Evans
Tool
Object Detection, Recognition and Classification
Mask R-CNN ↗︎
Mask R-CNN can separate different objects in an image or a video. It gives you the object bounding boxes, classes and masks. It is a free Tensorflow implementation and requires intermediate coding skills.
ADDED
June 2017
DEVELOPER
Matterport
LICENSE
The MIT License (MIT) Copyright 2017 Matterport, Inc.
Essay
Collaborating with Intelligent Machines by Lucy Sollitt →︎
PUBLISHED
April 2017
British Council Creative Economy
TAGS
Art-making
Essay
Machine Learning in Practice by James Bridle →︎
PUBLISHED
April 2017
British Council Creative Economy
TAGS
Art-making
Essay
Red Stack by Tizziana Terranova →︎
PUBLISHED
March 2014
Euro Nomade
Diagrams, Paintings
Hexen 2.0 by Susan Treister →︎
PUBLISHED
January 2009
Essay
Toward a Critical Technical Practice: Lessons Learned in Trying to Reform AI by Philip Agre →︎
PUBLISHED
January 1997
University of California, Los Angeles
Tool
Facial Detection, Recognition and Manipulation
DeepFaceLab ↗︎
DeepFaceLab allows you to create deepfakes by replacing the face and changing political speech. It is free and there are releases for Windows, Linux and Google Colab. It requires at least intermediate coding skills.
DEVELOPER
iperov
LICENSE
GNU General Public License Version 3, 29 June 2007
Everything I Say Is True: Poetic Bibliography by Kite →︎
TAGS
Indigenous AI, Non-human Intelligence

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