A.I. Experiments

Making it easier for anyone to start exploring A.I.

With all the exciting A.I. stuff happening, there are lots of people eager to start tinkering with machine learning technology. A.I. Experiments is a showcase for simple experiments that let anyone play with this technology in hands-on ways, through pictures, drawings, language, music, and more.

Submit your own

We want to make it easier for any coder – whether you have a machine learning background or not – to create your own experiments. This site includes open-source code and resources to help you get started. If you make something you’d like to share, we’d love to see it and possibly add it to the showcase.

SUBMIT EXPERIMENT

The Technology

Some tools for coders to explore machine learning.

Cloud ML

Google’s API’s for computer vision, speech, and more. No machine learning knowledge required.
Learn more

TensorFlow

Google’s open-source library for machine learning that lets you build deep neural networks.
Learn more

DeepMind Lab

A customizable 3D platform for agent-based AI research.
Learn more

Keras.js

Run Keras models (trained using TensorFlow backend) in your browser, with GPU support.
Learn more

Convnet.js

Train neural nets entirely in your browser. No compilers, installations, or GPUs required.
Learn more

Wekinator

Train your computer using your actions, instead of writing lines of code.
Learn more

OpenFrameworks

A set of Openframeworks apps and scripts for working with machine learning.
Learn more

Resources

Machine learning: Making sense 
of a messy world

A quick look at what machine learning is 
all about.

How Does Your Phone Know This is a Dog?

A fun video explainer on deep neural nets.

Artists and Machine Intelligence

A Google program that brings together artists and engineers.

Magenta

An open-source, Google project exploring questions around art, music, and machine learning.

Machine Learning for Artists

An in-progress online guide to help people get started, with interactive demos.

Alt-AI

An exhibition and series of workshops exploring the intersection of A.I. and art.

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