Unbelievable facial-We Built an ‘Unbelievable’ (but Legal) Facial Recognition Machine | Center for Internet and Society

Description: Most people pass through some type of public space in their daily routine — sidewalks, roads, train stations. Thousands walk through Bryant Park every day. Facial recognition, applied to the web of cameras that already exists in most cities, is a threat to that privacy. Our system detected 2, faces from a nine-hour period not necessarily unique people, since a person could be captured in multiple frames. It returned several possible identifications, including one frame matched to a head shot of Richard Madonna, a professor at the SUNY College of Optometry, with an 89 percent similarity score.

Unbelievable facial

Unbelievable facial

The process was completely legal. Amazon itself has called for a legal framework that incorporates human review and transparency. Lynch, the E. They are not intended to be a security device, according to the corporation that runs the park. He was initially astonished when we reached out to him, but he Unbelievable facial that as a doctor, he often talks to students about the ratio of risk to benefit. He is a professor at Northeastern University, not Northwestern. Cameras on New York City Streets. Most people pass through some Unbelievable facial of public space in their daily routine Does shrimp contain mercury sidewalks, roads, train stations. I've forgotten my password Forum Password. She said that because of how quickly the technology has advanced, she would now support a wholesale ban on government use Unbelievable facial facial recognition.

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  • On the east side of Bryant Park in Midtown Manhattan, three cameras on the roof of a restaurant film the lunch crowds, tourists and commuters — everything that goes on each day.
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Jump to content. You currently have javascript disabled. Several functions may not work. Please re-enable javascript to access full functionality. I'm not sure this should even be considered AI. About 12 years ago, I remember talking to a guy who had founded his own face recognition company, built on "differential geometry" methods. At the time, it was considered more a "data analysis" problem than AI. Nowadays, though, neural nets are the dominant approach, and they also happen to be the main method in what it properly called AI.

It's a little scary how easy it is to set up a face recognition system. I bet there are companies everywhere with systems built from simple, tiny webcams, that are for all intents and purposes "invisible". For example, it could be used as a signal for corporate espionage -- "Where is that hidden Apple lab in the Bay Area?

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Unbelievable facial

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We Built an ‘Unbelievable’ (but Legal) Facial Recognition Machine

Description: Most people pass through some type of public space in their daily routine — sidewalks, roads, train stations. Thousands walk through Bryant Park every day. Facial recognition, applied to the web of cameras that already exists in most cities, is a threat to that privacy. Our system detected 2, faces from a nine-hour period not necessarily unique people, since a person could be captured in multiple frames.

It returned several possible identifications, including one frame matched to a head shot of Richard Madonna, a professor at the SUNY College of Optometry, with an 89 percent similarity score. Madonna said, after we reached him and explained the experiment. Over decades, businesses and individuals have installed millions of cameras like the ones we used, inadvertently setting up the infrastructure for mass surveillance.

But the accuracy and speed of modern facial recognition technology means that building a dragnet surveillance system is now feasible. The law has not caught up. In the United States, the use of facial recognition is almost wholly unregulated. She said that because of how quickly the technology has advanced, she would now support a wholesale ban on government use of facial recognition. The cameras in Bryant Park were installed more than a decade ago so that people could see whether the lawn was open for sunbathing, for example, or check how busy the ice skating rink was in the winter.

They are not intended to be a security device, according to the corporation that runs the park. When we identified Dr. Madonna, he was on his way to lunch with a job candidate — an example of how the midday outings of even law-abiding citizens can sometimes be sensitive information. The police and governments may also have access to a vast network of cameras. There is no evidence that this is happening on a wide scale in the United States.

Last year, companies claimed they could compare live feeds to a database of billions of faces. Authorities have used facial recognition to track down criminal suspects and find missing children. This is not a purely hypothetical concern: During protests after Freddie Gray died in the custody of Baltimore police, law enforcement used facial recognition on social media images to identify protesters with outstanding warrants. Lynch said. Facial recognition in New York City New York City is nowhere near China, where the government has installed approximately one surveillance camera for every seven citizens.

But according to the A. The M. And the Department of Transportation already has hundreds of cameras across New York City used to monitor traffic, feeds that are also streamed publicly online. The traffic cameras are most likely too low-resolution for effective facial recognition. Law enforcement agencies need a subpoena or court order to gain access to the footage, and using facial recognition is against the policy of the company that owns the kiosks.

Details are sparse, but there is evidence that those capabilities are formidable. The police have been reluctant to divulge details, and the center has sued the department for more information.

Jessica McRorie, a spokeswoman for the department, in an emailed statement. The company has highlighted positive applications of the service we used, Rekognition, such as its ability to help find lost children. The Orlando, Fla. Amazon notes that its service makes predictions, not decisions, and that the confidence level the service provides should be incorporated in a human review process.

The company recommends using a threshold of at least 99 percent for applications of its facial recognition service that involve identification or public safety, though critics of the technology say that the scoring is opaque and that the company has no way of enforcing that threshold.

None of the matches we obtained from the Bryant Park footage, correct or incorrect, met the threshold. Matt Wood, the general manager of artificial intelligence for Amazon Web Services, noted that it is possible that Rekognition, like other types of information available to law enforcement officials, could be used inappropriately.

He added that the company has not received any reports of misuse by law enforcement. In January, however, the A. Regulate or ban? In the United States, there are no federal laws that restrict the use of facial recognition. Lynch, the E. The lack of regulation has opened the door to a wide range of applications. First Aid: The Georgetown center along with the E.

Amazon itself has called for a legal framework that incorporates human review and transparency. But some say that the technology is so dangerous that no regulation is sufficient. Hartzog said, and uniquely dangerous. Faces are hard to hide and can be observed from far away, unlike a fingerprint. And for the most part, facial recognition surveillance can be set up using cameras already on the streets. It might be too late for a moratorium or ban, however.

Facial recognition is already being used by police departments around the country, Ms. Garvie said. Madonna, the person we identified, said he understood that tension.

He was initially astonished when we reached out to him, but he said that as a doctor, he often talks to students about the ratio of risk to benefit. He saw the tremendous benefits that facial recognition could offer, he said. But the technology is open to abuse, he added, when individuals or governments can use facial recognition to track any group, or just about any ordinary citizen — even someone walking through Bryant Park. Most people pass through some type of public space in their daily routine — sidewalks, roads, train stations.

The Georgetown center along with the E. NY Times.

Unbelievable facial

Unbelievable facial

Unbelievable facial