financetom
Technology
financetom
/
Technology
/
Google searches for new measure of skin tones to curb bias in products
News World Market Environment Technology Personal Finance Politics Retail Business Economy Cryptocurrency Forex Stocks Market Commodities
Google searches for new measure of skin tones to curb bias in products
Jun 18, 2021 11:56 PM

Alphabet Inc's Google told Reuters this week it is developing an alternative to the industry-standard method for classifying skin tones, which a growing chorus of technology researchers and dermatologists says is inadequate for assessing whether products are biased against people of colour.

At issue is a six-colour scale known as Fitzpatrick Skin Type (FST), which dermatologists have used since the 1970s. Tech companies now rely on it to categorize people and measure whether products such as facial recognition systems or smartwatch heart-rate sensors perform equally well across skin tones.

Critics say FST, which includes four categories for "white" skin and one apiece for "black" and "brown," disregards diversity among people of colour.

Researchers at the US Department of Homeland Security, during a federal technology standards conference last October, recommended abandoning FST for evaluating facial recognition because it poorly represents colour range in diverse populations.

In response to Reuters' questions about FST, Google, for the first time and ahead of peers, said that it has been quietly pursuing better measures.

"We are working on an 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 colour," the company said, declining to offer details on the effort.

The controversy is part of a larger reckoning over racism and diversity in the tech industry, where the workforce is more white than in sectors like finance. Ensuring technology works well for all skin colours, as well different ages and genders, is assuming greater importance as new products, often powered by artificial intelligence (AI), extend into sensitive and regulated areas such as healthcare and law enforcement.

Companies know their products can be faulty for groups that are under-represented in research and testing data. The concern over FST is that its limited scale for darker skin could lead to technology that, for instance, works for golden brown skin but fails for espresso red tones.

Numerous types of products offer palettes far richer than FST. Crayola last year launched 24 skin tone crayons, and Mattel Inc's Barbie Fashionistas dolls this year cover nine tones.

The issue is far from academic for Google. When the company announced in February that cameras on some Android phones could measure pulse rates via a fingertip, it said readings on average would err by 1.8 percent regardless of whether users had light or dark skin.

The company later gave similar warranties that skin type would not noticeably affect results of a feature for filtering backgrounds on Meet video conferences, nor of an upcoming web tool for identifying skin conditions, informally dubbed Derm Assist.

Those conclusions derived from testing with the six-tone FST.

Starting point

The late Harvard University dermatologist Dr Thomas Fitzpatrick invented the scale to personalize ultraviolet radiation treatment for psoriasis, an itchy skin condition. He grouped the skin of "white" people as Roman numerals I to IV by asking how much sunburn or tan they developed after certain periods in sun.

A decade later came type V for "brown" skin and VI for "black." The scale is still part of U.S. regulations for testing sunblock products, and it remains a popular dermatology standard for assessing patients' cancer risk and more.

Some dermatologists say the scale is a poor and overused measure for care and often conflated with race and ethnicity.

"Many people would assume I am skin type V, which rarely to never burns, but I burn," said Dr Susan Taylor, a University of Pennsylvania dermatologist who founded Skin of Color Society in 2004 to promote research on marginalized communities. "To look at my skin hue and say I am type V does me disservice."

Technology companies, until recently, were unconcerned. Unicode, an industry association overseeing emojis, referred to FST in 2014 as its basis for adopting five skin tones beyond yellow, saying the scale was "without negative associations."

A 2018 study titled "Gender Shades," which found facial analysis systems more often misgendered people with darker skin, popularized using FST for evaluating AI. The research described FST as a "starting point," but scientists of similar studies that came later told Reuters they used the scale to stay consistent.

"As a first measure for a relatively immature market, it serves its purpose to help us identify red flags," said Inioluwa Deborah Raji, a Mozilla fellow focused on auditing AI.

In an April study testing AI for detecting deepfakes, Facebook Inc researchers wrote FST "clearly does not encompass the diversity within brown and black skin tones." Still, they released videos of 3,000 individuals to be used for evaluating AI systems, with FST tags attached based on the assessments of eight human raters.

The judgment of the raters is central. Facial recognition software startup AnyVision last year gave celebrity examples to raters: former baseball great Derek Jeter as a type IV, model Tyra Banks a V and rapper 50 Cent a VI.

AnyVision told Reuters it agreed with Google's decision to revisit the use of FST, and Facebook said it is open to better measures.

Microsoft Corp and smartwatch makers Apple Inc and Garmin Ltd reference FST when working on health-related sensors.

But the use of FST could be fueling "false assurances" about heart rate readings from smartwatches on darker skin, University of California San Diego clinicians, inspired by the Black Lives Matter social equality movement, wrote in the journal Sleep.

Microsoft acknowledged FST's imperfections. Apple said it tests on humans across skin tones using various measures, FST only at times among them. Garmin said due to wide-ranging testing it believes readings are reliable.

Victor Casale, who founded makeup company Mob Beauty and helped Crayola on the new crayons, said he developed 40 shades for foundation, each different from the next by about 3 percent, or enough for most adults to distinguish.

Color accuracy on electronics suggest tech standards should have 12 to 18 tones, he said, adding, "you can't just have six."

Comments
Welcome to financetom comments! Please keep conversations courteous and on-topic. To fosterproductive and respectful conversations, you may see comments from our Community Managers.
Sign up to post
Sort by
Show More Comments
Related Articles >
HUHUTECH International Group Inc. Strengthens Presence in Japan with Participation at Kyushu Semiconductor Expo
HUHUTECH International Group Inc. Strengthens Presence in Japan with Participation at Kyushu Semiconductor Expo
Oct 13, 2025
Wuxi, China, Oct. 13, 2025 (GLOBE NEWSWIRE) -- HUHUTECH International Group Inc. ( HUHU ) , a professional provider of factory facility management and monitoring systems, today announced its participation in the 2nd Kyushu Semiconductor Expo (the “Kyushu Expo”) in Fukuoka, Japan, held from October 8 to 9, 2025. The Kyushu Expo is the largest semiconductor-industry specialized exhibition in the...
Jabil Launches J-422G Servers for Scalable AI and Data Center Performance
Jabil Launches J-422G Servers for Scalable AI and Data Center Performance
Oct 13, 2025
The company’s latest generation servers offer new efficiencies and flexibility for deployment ST. PETERSBURG, Fla.--(BUSINESS WIRE)-- Jabil Inc. ( JBL ) , a global engineering, supply chain, and manufacturing solutions provider, today announced the launch of its new J-422G servers to meet the growing needs of artificial intelligence (AI) and data center customers. This press release features multimedia. View...
Landis+Gyr Taps SEALSQ for Enhanced Smart Grid Network Security in North America
Landis+Gyr Taps SEALSQ for Enhanced Smart Grid Network Security in North America
Oct 13, 2025
Geneva, Switzerland and Atlanta, GA, Oct. 13, 2025 (GLOBE NEWSWIRE) -- Image: https://ml.globenewswire.com/Resource/Download/6879fd4b-a2b9-4908-a31b-3f5b7bd48e19/image2.png Image: https://ml.globenewswire.com/Resource/Download/225a10f0-a7f8-4316-93fe-143c6762a21d/landis-gyr.png Image: https://ml.globenewswire.com/Resource/Download/5d0b31a5-9805-40b6-b111-f26a574e31ea/image3.jpeg Watch Times Square video here: https://youtu.be/0eKNhLhOTGo SEALSQ PKI solution being implemented for electric and gas smart grid devices SEALSQ Corp ( LAES ) (SEALSQ or Company), a company that focuses on developing and selling Semiconductors, PKI, and Post-Quantum technology hardware and software products, and...
PTC Appoints James A. Lico to Board of Directors
PTC Appoints James A. Lico to Board of Directors
Oct 13, 2025
BOSTON, Oct. 13, 2025 /PRNewswire/ -- PTC today announced that it has appointed James (Jim) Lico to its Board of Directors, effective October 13, 2025. Lico is the former President and Chief Executive Officer of Fortive Corporation, a provider of safety and productivity solutions to industrial and healthcare markets. During his tenure as President and CEO, Lico led Fortive's transformation...
Copyright 2023-2026 - www.financetom.com All Rights Reserved