tools

By Google People+AI Research (PAIR) | A tool to understand datasets with the goal of improving data quality, and helping mitigate fairness and bias issues.

These tools will help you uncover, explore and discuss the ethical aspects of your designs. The tools are grouped based on the skill they help you develop and can be used in different phases of the design process. If you click on a tool you'll find the materials and instructions you need to get started right away.

A storytelling machine that automatically generates synthetic images as you write new words and sentences. Made with RunwayML

Analyze user behavior, enhance UX, and optimize designs by utilizing AI generated Attention Heatmaps and Clarity score.

Download the free, easy to use app that helps you train custom machine learning models and ship them in your app.

Create and edit content like never before. Your next generation creative toolkit — powered by machine learning

On a mission to build the next generation of creative tools

Should you invest in AI/ML Capabilities for your product? Should you automate or augment the tasks?

TRK "technically responsible knowledge" is a platform for data labelling and AI/ML training. Unlike other services, crowd-sourced workers and workers can set fair prices on this platform towards a living wage. TRK is open source, and offered under the MIT license.

From Futurice | An award-nominated toolkit and associated workshops to support and enhance human capabilities and de-mystify the complex world of AI

My AI Readiness Canvas and Workshop was inspired by the many conversations I’ve had with CEOs who are excited about the potential of AI. Sometimes, I leave these moments feeling like I’ve just…

Design better Machine Learning systems. Keep teams of scientists, engineers and managers focused on the same objectives.

When you want to use an AI-based solution for your service, but don't know what to expect

From AIartists.org | Check out these tools for generating AI art!

The mimic project offers a way to make new kinds of music, sound and creative arts experiences using machine learning, machine listening and artificial intelligence.

Khroma is the fastest way to discover, search, and save color combos and palettes you'll love.

The tools below represent concrete ways of implementing ethical reflection, deliberation, and judgment into tech industry engineering and design workflows.

A tool to help guide an ethically responsible, culturally considerate, and humanistic approach to designing with data

This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and beyond. - EthicalML/awesome-artificial-intelligence-guidelines

Can a neural network learn to recognize doodles? See how well it does with your drawings and help teach it, just by playing.

From doteveryone | An agile practice for responsible innovators

Open source framework for creative coding for Kotlin / Java 8+ that simplifies writing real-time interactive software.

"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."

Autoencoders: https://colab.research.google.com/github/zaidalyafeai/Notebooks/blob/master/AutoEncoders.ipynb Colorization: https://demos.algorithmia.com/colorize-photos https://www.myheritage.co.il/incolor https://colab.research.google.com/github/jantic/DeOldify/blob/master/ImageColorizerColab.i...