In this July 30, 2019, photo, Paul Hildreth, emergency operations coordinator for the Fulton County School District, works in the emergency operations center at the Fulton County School District Administration Center in Atlanta. Artificial Intelligence is transforming surveillance cameras from passive sentries into active observers that can immediately spot a gunman, alert retailers when someone is shoplifting and help police quickly find suspects. Schools, such as the Fulton County School District, are among the most enthusiastic adopters of the technology. (AP Photo/Cody Jackson)
In this July 30, 2019, photo, Paul Hildreth, emergency operations coordinator for the Fulton County School District, works in the emergency operations center at the Fulton County School District Administration Center in Atlanta. Artificial Intelligence is transforming surveillance cameras from passive sentries into active observers that can immediately spot a gunman, alert retailers when someone is shoplifting and help police quickly find suspects. Schools, such as the Fulton County School District, are among the most enthusiastic adopters of the technology. (AP Photo/Cody Jackson) Credit: Cody Jackson

Paul Hildreth peered at a display of dozens of images from security cameras surveying his Atlanta school district and settled on one showing a woman in a bright yellow shirt walking a hallway.

A mouse click instructed the artificial intelligence-equipped system to find other images of the woman, and it immediately stitched them into a video narrative of where she was currently, where she had been and where she was going.

There was no threat, but Hildrethโ€™s demonstration showed whatโ€™s possible with AI-powered cameras. If a gunman were in one of his schools, the cameras could quickly identify the shooterโ€™s location and movements, allowing police to end the threat as soon as possible, said Hildreth, emergency operations coordinator for the Fulton County School District.

AI is transforming surveillance cameras from passive sentries into active observers that can identify people, suspicious behavior and guns, amassing large amounts of data that help them learn over time to recognize mannerisms, gait and dress. If the cameras have a previously captured image of someone who is banned from a building, the system can immediately alert officials if the person returns.

At a time when the threat of a mass shooting is ever-present, schools are among the most enthusiastic adopters of the technology, known as real-time video analytics or intelligent video, even as civil liberties groups warn about a threat to privacy. Police, retailers, stadiums and Fortune 500 companies are also using intelligent video.

โ€œWhat weโ€™re really looking for are those things that help us to identify things either before they occur or maybe right as they occur so that we can react a little faster,โ€ Hildreth said.

A year after an expelled student killed 17 people at Marjory Stoneman Douglas High School in Parkland, Fla., Broward County installed cameras from Canada-based Avigilon throughout the district in February. Hildrethโ€™s Atlanta district will spend $16.5 million to put the cameras in its roughly 100 buildings in coming years.

The Greeley, Colo., school district has used Avigilon cameras for about five years and the technology has advanced rapidly, said John Tait, the districtโ€™s security manager.

Upcoming upgrades include the ability to identify guns and read peopleโ€™s expressions, a capability not currently part of Avigilonโ€™s systems.

โ€œItโ€™s almost kind of scary,โ€ Tait said. โ€œIt will look at the expressions on peopleโ€™s faces and their mannerisms and be able to tell if they look violent.โ€

Retailers can spot shoplifters in real time and alert security, or warn of a potential shoplifter. One company, Athena-Security, has cameras that spot when someone has a weapon. And in a bid to help retailers, it recently expanded its capabilities to help identify big spenders when they visit a store.

Itโ€™s unknown how many schools have AI-equipped cameras because itโ€™s not being tracked. But Michael Dorn, executive director of Safe Havens International, a nonprofit that advises schools on security, said โ€œquite a fewโ€ use Avigilon and Sweden-based Axis Communications equipment โ€œand the feedback has been very good.โ€

Schools are the largest market for video-surveillance systems in the U.S., estimated at $450 million in 2018, according to London-based IHS Markit, a data and information services company. The overall market for real-time video analytics was estimated at $3.2 billion worldwide in 2018 โ€” and itโ€™s anticipated to grow to more than $9 billion by 2023, according to one estimate.

AI cameras have already been tested by some companies to evaluate consumersโ€™ facial expressions to determine whether theyโ€™re having a pleasant or unpleasant shopping experience and to improve customer service, according to the Center for Democracy and Technology, a Washington nonprofit that advocates for privacy protections. Policy counsel Joseph Jerome said companies may someday use the cameras to estimate someoneโ€™s age, which might be useful for liquor stores, or facial-expression analysis to aid in job interviews.

Police in New York, New Orleans and Atlanta all use cameras with AI. In Hartford, Conn., the police network of 500 cameras includes some AI-equipped units that can, for example, search hours of video to find people wearing certain clothes, or search for places where a suspicious vehicle was seen.

The power of the systems has sparked privacy concerns.

โ€œThe issue is personal autonomy and whether youโ€™ll be able to go around walking in the public square or a shopping mall without tens, hundreds, thousands of people, companies and entities learning things about you,โ€ Jerome said.

โ€œPeople havenโ€™t really caught up to how broad and deep the technology can now go,โ€ said Jay Stanley, a senior policy analyst at the American Civil Liberties Union who published a research paper in June about how the cameras are being used. โ€œWhen I explain it, people are pretty amazed and spooked.โ€

When it comes to the potential for stemming violence that may be less of an issue. Shannon Flounnory, executive director for safety and security for the Fulton County School District, said no privacy concerns have been heard there.

โ€œThe events of Parkland kind of changed the game,โ€ he said. โ€œWe have not had any arguments or any pushback right now.โ€

ZeroEyes, a Philadelphia-based company, is testing gun-detection software at Rancocas Valley Regional High School in New Jersey, but theyโ€™re not selling their product yet. When they do, theyโ€™ll also market to โ€œstadiums, shopping malls โ€” anywhere with a potential for a mass shooting,โ€ said Rob Huberty, company co-founder.

Even supporters of these systems acknowledge the technology is not going to prevent all mass shootings โ€” especially considering how quickly damage is done. But supporters argue they can at least help reduce the number of casualties by giving people more time to seek shelter and providing first responders with information sooner.

โ€œThis is just one thing thatโ€™s going to help everybody do their job better,โ€ Huberty said.

Both ZeroEyes and Austin-based Athena-Security claim their systems can detect weapons with more than 90% accuracy but acknowledge their products havenโ€™t been tested in a real-life scenario. And both systems are unable to detect weapons if theyโ€™re covered โ€” a limitation the companies say they are working to overcome.

Stanley, with the ACLU, said thereโ€™s reason to be skeptical about their capabilities because AI is still โ€œpretty unreliable at recognizing the complexities of human life.โ€

Facial recognition is not infallible, and a study last year from Wake Forest University found that some facial-recognition software interprets black faces as appearing angrier than white faces.

But the seemingly endless cycle of mass shootings is compelling consumers to see technology โ€” untested though it may be โ€” as a possible solution to an intractable problem.

After a gunman killed 51 people in attacks at two mosques in New Zealand in March, Athena-Security installed gun-detection cameras at one of the mosques in June. Fahad A.B. Al-Ameri, a Qatari businessman with no affiliation to the mosque, paid for them because โ€œall people should be secure going to their houses of worship,โ€ he said.

Of the 50 clients Athena-Security has, about a fourth are schools, said company co-founder Chris Ciabarra.

โ€œItโ€™s a matter of saving lives,โ€ he said.