The challenges of using machine learning to identify gender in images
This essay on the lessons we learned about deep learning systems and gender recognition is one part of a three-part examination of issues relating to machine vision technology.
Internet and Technology
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Methodology
Researchers from Pew Research Center used a multistep process to produce the findings of this study. These steps included: Creating eight distinct datasets from existing image corpora. Constructing a deep learning gender classification model that could be retrained repeatedly. Drawing random samples of equal-sized and gender-balanced images from each or all of the image corpora […]
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More Than Half of U.S. Adults Trust Law Enforcement to Use Facial Recognition Responsibly
The ability of governments and law enforcement agencies to monitor the public using facial recognition was once the province of dystopian science fiction. But modern technology is increasingly bringing versions of these scenarios to life.
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Why survey estimates of the number of Americans online don’t always agree
How many U.S. adults use the internet? There are a lot of sources with answers to this question. Yet these different sources can be tricky to reconcile.
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Most U.S. teens who use cellphones do it to pass time, connect with others, learn new things
Most cellphone-using teens say their phone is a way to pass time. Similarly large shares use their phone to connect with others or learn new things.
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Pluralities in most emerging economies believe government should ensure equal internet access
A median of 65% across 11 emerging economies say it is the government’s responsibility to ensure equal access to reliable internet service.
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In Emerging Economies, Smartphone and Social Media Users Have Broader Social Networks
Smartphone users in emerging economies – especially those who use social media – tend to be more exposed to people with different backgrounds and more connected with friends they don’t see in person.
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46% of U.S. social media users say they are ‘worn out’ by political posts and discussions
Well before the 2020 election, many U.S. social media users are already exhausted by how many political posts they see on these platforms.
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The most common age among whites in U.S. is 58 – more than double that of racial and ethnic minorities
The most common age was 11 for Hispanics, 27 for blacks and 29 for Asians as of last July. Multiracial Americans were by far the youngest racial or ethnic group.
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Americans have become much less positive about tech companies’ impact on the U.S.
Negative views of technology companies’ impact on the country have nearly doubled since 2015, from 17% to 33%.
