Some Flock Surveillance Cameras Are Getting the Trash-Bag Treatment


Cities across the US (including Bend, Oregon, where I live) are canceling Flock Safety surveillance contracts. These systems use AI-powered cameras to read license plates, identify vehicle details, track people and even deploy camera drones over neighborhoods.

But some cities, like Dayton, Ohio, ran into a problem on Wednesday: How do they ensure the cameras stay offline while they negotiate the contract’s end? In these cases, they’ve turned to the humble black trash bag.

Local governments in both Dayton and Evanston, Illinois, covered Flock automatic license plate reader cameras with garbage bags after deciding to end their contracts, but before the cameras could be removed.

It’s a low-tech option that prevents outside agencies from accessing footage. The move highlights ongoing concerns about the trustworthiness of these surveillance systems, as well as the challenges city governments face in controlling how their own police departments use them.

Across the US, residents have called for the removal of Flock cameras following reports that data has been shared with federal agencies such as ICE, as well as concerns that local police are using the systems to track individuals, including in personal disputes

The technology can also identify people based on physical features or clothing and allow officers to search their movements and routines, which critics, including Oregon Sen. Ron Wyden, say makes abuse almost inevitable. Some reports have also raised concerns about cameras being installed in sensitive areas, such as pools and children’s gymnastics facilities

You can read more about these issues in my guide to Flock Safety surveillance here

Local opposition to Flock

Dayton’s problems began after a review found that its 72 Flock cameras were involved in “egregious” data-sharing violations, including 7,100 searches logged for immigration-related reasons. Police departments aren’t always required to record the reason for their Flock searches.

Dayton responded by suspending its Flock program, conducting a full audit and covering the cameras. The Dayton Police Department, the Montgomery County Sheriff’s Office and other regional agencies have denied the Dayton Daily News’ public records requests for audit and related records regarding the use and sharing of Flock camera data. Officials say the records are exempt, while the newspaper disputes that.

The city of Evanston, meanwhile, ordered Flock to remove its 19 cameras in 2025. City officials later found that only some had been removed and that the cameras were reinstalled days later without apparent authorization, prompting a cease-and-desist letter. In response, the city council moved to fully shut down the system to avoid further issues, costs or potential legal exposure.

Not all have turned against Flock. In Bandera, Texas, a city of 900 residents about 50 miles northwest of San Antonio, a city council member was so frustrated after the city canceled its Flock contract that he even floated a ban on cell phones and the internet

Representatives for Flock Safety and the cities of Dayton and Evanston didn’t immediately respond to requests for comment. 

Worried about nearby Flock cameras?

A traffic camera on a highway covered in protest.

The US isn’t the only country struggling with these issues. This automatic traffic cam in France was also bagged as part of a protest.

JEAN-FRANCOIS FORT / Contributor / Getty

Flock cameras can be deployed by cities or private neighborhood groups. In practice, oversight and control can vary, and local governments may not always fully govern how the systems are used,

Flock surveillance cameras are often identifiable by a solar panel mounted on top. If you see them in your area, it may be worth checking local news and contacting city officials to understand how the systems are being used. You can also attend public meetings to ask questions about surveillance programs and, in many jurisdictions, request records or audits under public records laws.

It’s a good idea to understand your state and local laws regarding cameras and surveillance systems, as rules vary widely by jurisdiction. Enforcement and compliance can also differ in practice, which sometimes leads to public complaints, legal challenges or other forms of civic engagement. Residents in Boulder, Colorado, have filed a lawsuit challenging the use of Flock cameras in their community.

You can also participate in groups like the Plate Privacy Project, and contact your elected officials to support legislation that would regulate or restrict surveillance camera systems.

It’s not always easy to tell when Flock systems are in use. Some cities announce general surveillance programs without naming Flock, even when the underlying contract involves Flock Safety cameras or drones. In other cases, Flock’s software can be integrated into existing compatible camera systems, meaning new hardware may not appear even when the technology is used.





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Recent Reviews


Researchers in South Korea developed a wearable system that uses seven smart rings to read finger and hand motions to translate American Sign Language and International Sign Language into text. The purpose is to make communicating easier between those who sign and nonsigners without needing a separate human interpreter. 

AI Atlas

According to the study, published Friday in the journal Science Advances, the system reliably recognized 100 ASL and ISL words during testing. It also performed well with users the system had not seen before, and it didn’t require recalibration for each person. Because the system detects words in sequence, it can produce sentence-level translations without extra training on grammar. 

ASL and ISL are the everyday languages of more than 72 million deaf and hard-of-hearing people. However, most hearing people do not know any words in these languages or have a very basic understanding. That gap makes certain tasks, like ordering at a restaurant or asking for help, much more difficult. 

A graphic shows two illustrated people talking in sign language, ASL and ISL. The graphic also shows the different components of the ring as well as pictures of hands modeling the rings.

A concept of how the rings work in the real world. 

American Association for the Advancement of Science (AAAS)

Existing sign language translator prototypes often rely on bulky gloves that can distract from or block natural hand movement or feel uncomfortable for the wearer, which limits real word adaption. Camera-based technologies can work well in controlled environments but are often limited to those places where a camera can be set up with a clear line of sight, the researchers wrote. 

To solve these problems, the researchers designed sensing rings for each finger that can capture precise motion and finger position while letting the hands move naturally. The rings can detect both signs that involve movement, like the words for “dance,” “fly” and “sun,” and signs that are held still, like “I” and “you.”

“These advances suggest that [the device could enable] barrier-free public translation systems for unseen users and unrestricted daily assistive interfaces,” the authors wrote in the study. 

The authors are affiliated with Yonsei University, Hankuk University of Foreign Studies and the Korea Institute of Science and Technology, among others. While the technology is still experimental, the authors wrote that the technology has the potential to ease communication difficulties. The underlying idea could also help improve controls for other systems, like virtual or augmented reality.

“Beyond sign language translation, the ring-type, wireless, and modular architecture of (wirelessly connected, ring-type sign language translators) may also be extended to other gesture-driven applications such as virtual or augmented reality control, touchless device interfaces, or rehabilitation monitoring systems where fine-grained hand movement tracking is essential,” they wrote.





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