Friday, 16 November, 2018

Can AI detect homosexuality from a facial image? And should it?

Inc. All rights reserved. This material may not be published broadcast rewritten or redistributed Inc. All rights reserved. This material may not be published broadcast rewritten or redistributed
Herman Weaver | 12 September, 2017, 06:48

A study from Stanford University has shown that a computer algorithm is capable of making a distinction between straight and gay men 81 per cent of the time and 74 per cent for women.

Kosinski and Wang used "deep neural networks" to sample 35,326 facial images of men and women taken from a leading dating website.

Human judges accurately identified orientation only 61% of the time for men and 54% for women. The AI had an accuracy of 81% (for men) when given one picture to look at but this rose to 91% when fed five photos of a person. This was achieved using a sample of over 35,000 images that had been publicly posted on a U.S. dating site, with an even representation of gay and straight (determined through their profiles) and male and female subjects. According to researchers, the artificial intelligence can predict a person's sexuality rightly than humans. Lesbian women had larger jaws and narrower foreheads than straight women, and they were also more likely to wear hats and not wear make-up in their pictures. More importantly, it causes us to interrogate the ethics of facial-detection technology and whether this field of work and type of software violate our privacy.

The authors of the study, published in the Open Science Framework, warned their findings "expose a threat to the privacy and safety of gay men and women", in an age where companies and governments are increasingly using computer algorithms to detect people's intimate traits.

The differences in femininity observed in this study were subtle, spread across many facial features, and apparent only when examining averaged images of many faces.

The Economist reported that Michal Kosinski and Yilun Wang, the two researchers, showed that "machine vision can infer sexual orientation by analysing people's faces". Androgens are also associated with the determination of facial features. The authors write that they hope future research will go further in exploring the link between facial features and personality, including political views or psychological conditions. Note that the study was limited to white people from the United States, because of the relative lack of images of nonwhite gays and lesbians on the site.

My friends pigeons: laying, incubation, fertility and egg retention
Passenger in young females Actions: Do not intervene except by inserting a drop of olive oil into an ovoid syringe. So, if you are an adult and even with those eggs do not end up being born, we must ask ourselves what is wrong.


The Knight of the Silver Scepter
Albinism, amputation, anorexia, baldness, disability, dwarfism, strabismus, gigantism, overweight or vigorexia produce rejection. I find it obvious that the attraction of certain women to male body hair is a cultural issue, because it is totally meaningless.


Falcons Week 1 Comes Down To The Wire
Opponents already have enough to deal with in terms of Julio Jones , Taylor Gabriel and Mohamed Sanu . "He's a man. They were good all preseason, and, provided health, they're going to stay good now, even against top offenses .


The most informative facial areas among men included the nose, eyes, eyebrows, cheeks, hairline, and chin; informative areas among women included the nose, mouth corners, hair, and neckline.
But a lot of people exist in complicated positions in America's racial classification system and they make choices about their race, mainly because they live in a culture that tells them they have to choose one word to describe where hundreds of ancestors came from, how they understand that ancestry, and how others see them.

Did you find the revelations made by this Stanford study interesting?

"These "subtle" differences could be a effect of gay and straight people choosing to portray themselves in systematically different ways, rather than differences in facial appearance itself", said Prof Benedict Jones, who runs the Face Research Lab at the University of Glasgow. Even governments use public data to track a citizen's interests.

This isn't the first time Kosinski has been linked to controversial research.

"However, if our results are correct, Glaad and HRC representatives' knee-jerk dismissal of the scientific findings puts at risk the very people for whom their organisations strive to advocate".

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