IT Pro is supported by its audience. When you purchase through links on our site, we may earn an affiliate commission. Learn more

Google looks to shake up the way the tech industry classifies skin tones

The tech giant is pursuing better ways to test for racial bias in tech products

Google is developing a new alternative to the tech industry’s standard method for classifying skin tones, which some critics say is inadequate for determining if tech products are biased against people of color, according to Reuters.

Many tech companies use a standard six-color scale known as Fitzpatrick Skin Type (FST), which dermatologists have used since the 1970s. Tech companies use it to test whether products, like facial recognition systems or smartwatch heart-rate sensors, perform equally well for various skin tones.

Google has occasionally grappled with these issues. Last year, the search giant announced an app that it said could recognize over 200 skin conditions, but it drew criticism from dermatologists who accused it of a “cavalier attitude” by not issuing a bias and accuracy study. 

Google, which later published an accuracy study in Nature magazine, focused on ethnicity rather than skin color in its training dataset. As a result, subjects with brown skin were underrepresented in the dataset, while dark brown skin was absent.

As for FST, some tech researchers and even dermatologists are now saying it disregards diversity among people of color. For example, FST has four categories for “white” skin and one apiece for “black” and “brown.” 

Last year, the Department of Homeland Security (DHS) recommended organizations stop using it to evaluate facial recognition systems because it doesn’t accurately represent the color range in diverse populations.

Google told Reuters that it’s pursuing better alternatives.

Related Resource

Business in the new economy landscape

How we coped with 2020 and looking ahead to a brighter 2021

Business in the new economyDownload now

“We are working on alternative, more inclusive, measures that could be useful in the development of our products, and will collaborate with scientific and medical experts, as well as groups working with communities of color,” the company said.

Google recently came under fire from a group of senators who accused it of dealing poorly with racial issues. 

Earlier this month, Senate Democrats Cory Booker, Edward Markey, Mark Warner, and Ron Wyden wrote to Alphabet and its subsidiaries Google and YouTube, urging them to audit their racial equality.  The lawmakers warned the companies are falling behind in racial inclusion in their workplaces and in the technologies they develop.

Addressing Alphabet and Google CEO Sundar Pichai, YouTube CEO Susan Wojcicki, and Google’s chief marketing and legal officers, the senators’ letter warned that a racial equality audit was “long overdue.”

“We are concerned, after hearing reports about your company and its products, about harmful bias at Alphabet,” the letter said, warning of ethical issues with its use of AI. “Issues with Google search algorithms returning non-diverse image sets for basic searches and the more recent dermatology diagnosis algorithm that was not trained on dark skin tones are troubling.”

Featured Resources

2022 State of the multi-cloud report

What are the biggest multi-cloud motivations for decision-makers, and what are the leading challenges

Free Download

The Total Economic Impact™ of IBM robotic process automation

Cost savings and business benefits enabled by robotic process automation

Free Download

Multi-cloud data integration for data leaders

A holistic data-fabric approach to multi-cloud integration

Free Download

MLOps and trustworthy AI for data leaders

A data fabric approach to MLOps and trustworthy AI

Free Download

Recommended

Google Cloud Platform now automatically detects highly common ransomware dropper
Cloud

Google Cloud Platform now automatically detects highly common ransomware dropper

21 Nov 2022
Google agrees record $391.5m settlement in US digital tracking case
privacy

Google agrees record $391.5m settlement in US digital tracking case

15 Nov 2022
The best free and paid Google Analytics courses
big data

The best free and paid Google Analytics courses

21 Oct 2022
AWS follows Google in opening a cloud region in Thailand
IT infrastructure

AWS follows Google in opening a cloud region in Thailand

18 Oct 2022

Most Popular

The top 12 password-cracking techniques used by hackers
Security

The top 12 password-cracking techniques used by hackers

14 Nov 2022
How to boot Windows 11 in Safe Mode
Microsoft Windows

How to boot Windows 11 in Safe Mode

15 Nov 2022
Interpol arrests nearly 1,000 cyber criminals in months-long anti-fraud operation
cyber crime

Interpol arrests nearly 1,000 cyber criminals in months-long anti-fraud operation

25 Nov 2022