Google unveils new 10-shade skin tone scale to test AI for bias – Reuters.com

0
128

A Google employee speaks at the company's annual I/O developer conference at the Shoreline Amphitheater in Mountain View, California, U.S., May 11, 2022. Google/Jana Asenbrennerova/Handout via REUTERS

OAKLAND, Calif., May 11 (Reuters) – Alphabet Inc's (GOOGL.O) Google on Wednesday unveiled a palette of 10 skin tones that it described as a step forward in making gadgets and apps that better serve people of color.
The company said its new Monk Skin Tone Scale replaces a flawed standard of six colors known as the Fitzpatrick Skin Type, which had become popular in the tech industry to assess whether smartwatch heart-rate sensors, artificial intelligence systems including facial recognition and other offerings show color bias.
Tech researchers acknowledged that Fitzpatrick underrepresented people with darker skin. Reuters exclusively reported last year that Google was developing an alternative. read more
The company partnered with Harvard University sociologist Ellis Monk, who studies colorism and had felt dehumanized by cameras that failed to detect his face and reflect his skin tone.
Monk said Fitzpatrick is great for classifying differences among lighter skin. But most people are darker, so he wanted a scale that "does better job for the majority of world," he said.
Monk through Photoshop and other digital art tools curated 10 tones – a manageable number for people who help train and assess AI systems. He and Google surveyed around 3,000 people across the United States and found that a significant number said a 10-point scale matched their skin as well as a 40-shade palette did.
Tulsee Doshi, head of product for Google's responsible AI team, called the Monk scale "a good balance between being representative and being tractable."
Google is already applying it. Beauty-related Google Images searches such as "bridal makeup looks" now allow filtering results based on Monk. Image searches such as "cute babies" now show photos with varying skin tones.
The Monk scale also is being deployed to ensure a range of people are satisfied with filter options in Google Photos and that the company's face-matching software is not biased.
Still, Doshi said problems could seep into products if companies do not have enough data on each of the tones, or if the people or tools used to classify others' skin are biased by lighting differences or personal perceptions.
Our Standards: The Thomson Reuters Trust Principles.
Sign up to our tech newsletter to get the latest news and trends in the global technology industry.
Subscribe to our newsletter to get all the news you need to start your day.
Reuters, the news and media division of Thomson Reuters, is the world’s largest multimedia news provider, reaching billions of people worldwide every day. Reuters provides business, financial, national and international news to professionals via desktop terminals, the world's media organizations, industry events and directly to consumers.
Build the strongest argument relying on authoritative content, attorney-editor expertise, and industry defining technology.
The most comprehensive solution to manage all your complex and ever-expanding tax and compliance needs.
The industry leader for online information for tax, accounting and finance professionals.
Access unmatched financial data, news and content in a highly-customised workflow experience on desktop, web and mobile.
Browse an unrivalled portfolio of real-time and historical market data and insights from worldwide sources and experts.
Screen for heightened risk individual and entities globally to help uncover hidden risks in business relationships and human networks.
All quotes delayed a minimum of 15 minutes. See here for a complete list of exchanges and delays.
© 2022 Reuters. All rights reserved

source