Sony Pixel Power calrec Sony

Austin Calling: As Texas Absorbs Influx of Residents, Rekor Taps NVIDIA Technology for Roadway Safety, Traffic Relief

05/11/2024

Austin is drawing people to jobs, music venues, comedy clubs, barbecue and more. But with this boom has come a big city blues: traffic jams.

Rekor, which offers traffic management and public safety analytics, has a front-row seat to the increasing traffic from an influx of new residents migrating to Austin. Rekor works with the Texas Department of Transportation, which has a $7 billion project addressing this, to help mitigate the roadway concerns.

Texas has been trying to meet that growth and demand on the roadways by investing a lot in infrastructure, and they're focusing a lot on digital infrastructure, said Shervin Esfahani, vice president of global marketing and communications at Rekor. It's super complex, and they realized their traditional systems were unable to really manage and understand it in real time.

Rekor, based in Columbia, Maryland, has been harnessing NVIDIA Metropolis for real-time video understanding and NVIDIA Jetson Xavier NX modules for edge AI in Texas, Florida, Philadelphia, Georgia, Nevada, Oklahoma and many more U.S. destinations as well as in Israel and other places internationally.

Metropolis is an application framework for smart infrastructure development with vision AI. It provides developer tools, including the NVIDIA DeepStream SDK, NVIDIA TAO Toolkit, pretrained models on the NVIDIA NGC catalog and NVIDIA TensorRT. NVIDIA Jetson is a compact, powerful and energy-efficient accelerated computing platform used for embedded and robotics applications.

Rekor's efforts in Texas and Philadelphia to help better manage roads with AI are the latest development in an ongoing story for traffic safety and traffic management.

Reducing Rubbernecking, Pileups, Fatalities and Jams Rekor offers two main products: Rekor Command and Rekor Discover. Command is an AI-driven platform for traffic management centers, providing rapid identification of traffic events and zones of concern. It offers departments of transportation with real-time situational awareness and alerts that allows them to keep city roadways safer and more congestion-free.

Discover taps into Rekor's edge system to fully automate the capture of comprehensive traffic and vehicle data and provides robust traffic analytics that turn roadway data into measurable, reliable traffic knowledge. With Rekor Discover, departments of transportation can see a full picture of how vehicles move on roadways and the impact they make, allowing them to better organize and execute their future city-building initiatives.

The company has deployed Command across Austin to help detect issues, analyze incidents and respond to roadway activity with a real-time view.

For every minute an incident happens and stays on the road, it creates four minutes of traffic, which puts a strain on the road, and the likelihood of a secondary incident like an accident from rubbernecking massively goes up, said Paul-Mathew Zamsky, vice president of strategic growth and partnerships at Rekor. Austin deployed Rekor Command and saw a 159% increase in incident detections, and they were able to respond eight and a half minutes faster to those incidents.

Rekor Command takes in many feeds of data - like traffic camera footage, weather, connected car info and construction updates - and taps into any other data infrastructure, as well as third-party data. It then uses AI to make connections and surface up anomalies, like a roadside incident. That information is presented in workflows to traffic management centers for review, confirmation and response.

They look at it and respond to it, and they are doing it faster than ever before, said Esfahani. It helps save lives on the road, and it also helps people's quality of life, helps them get home faster and stay out of traffic, and it reduces the strain on the system in the city of Austin.

In addition to adopting NVIDIA's full-stack accelerated computing for roadway intelligence, Rekor is going all in on NVIDIA AI and NVIDIA AI Blueprints, which are reference workflows for generative AI use cases, built with NVIDIA NIM microservices as part of the NVIDIA AI Enterprise software platform. NVIDIA NIM is a set of easy-to-use inference microservices for accelerating deployments of foundation models on any cloud or data center while keeping data secure.

Rekor has multiple large language models and vision language models running on NVIDIA Triton Inference Server in production, according to Shai Maron, senior vice president of global software and data engineering at Rekor.

Internally, we'll use it for data annotation, and it will help us optimize different aspects of our day to day, he said. LLMs externally will help us calibrate our cameras in a much more efficient way and configure them.

Rekor is using the NVIDIA AI Blueprint for video search and summarization to build AI agents for city services, particularly in areas such as traffic management, public safety and optimization of city infrastructure. NVIDIA recently announced a new AI Blueprint for video search and summarization enabling a range of interactive visual AI agents that extracts complex activities from massive volumes of live or archived video.

Philadelphia Monitors Roads, EV Charger Needs, Pollution Philadelphia Navy Yard is a tourism hub run by the Philadelphia Industrial Development Corporation (PIDC), which has some challenges in road management and gathering data on new developments for the popular area. The Navy Yard location, occupying 1,200 acres, has more than 150 companies and 15,000 employees, but a $6 billion redevelopment plan there promises to bring in 12,000-plus new jobs and thousands more as residents to the area.

PIDC sought greater visibility into the effects of road closures and construction projects on mobility and how to improve mobility during significant projects and events. PI
LINK: https://blogs.nvidia.com/blog/rekor-metropolis-ai-jetson-roadway-safet...
See more stories from nvidia

Most recent headlines

05/01/2027

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be demoed at CES 2026

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...

01/06/2026

Dolby Sets the New Standard for Premium Entertainment at CES 2026

January 6 2026, 05:30 (PST) Dolby Sets the New Standard for Premium Entertainment at CES 2026 Throughout the week, Dolby brings to life the latest innovatio...

02/05/2026

Dalet Flex LTS Delivers Smarter Search, Faster Editing, and an AI-Ready Foundation for Modern Media

Dalet, a leading technology and service provider for media-rich organizations, t...

01/05/2026

NBCUniversal's Peacock to Be First Streamer to Integrate Dolby's Full Suite of Premium Picture and Sound Innovations

January 5 2026, 18:30 (PST) NBCUniversal's Peacock to Be First Streamer to ...

01/04/2026

DOLBY AND DOUYIN EMPOWER THE NEXT GENERATON OF CREATORS WITH DOLBY VISION

January 4 2026, 18:00 (PST) DOLBY AND DOUYIN EMPOWER THE NEXT GENERATON OF CREATORS WITH DOLBY VISION Douyin Users Can Now Create And Share Videos With Stun...

19/03/2026

The Rise of Streaming, Particularly for Sports, Revives Loudness Issues

Live sports production increases complexity, with dynamic audio levels and an overall philosophy that encourages transient volume spikes Fourteen years ago, Am...

19/03/2026

Advanced Systems Group Names Peter Thordarson as Technical Account Executive

Advanced Systems Group, a technology and services provider for media creatives and content owners, announced the appointment of Peter Thordarson to the newly cr...

19/03/2026

SVG Students To Watch: Arya Taymuree, University of Washington

For this senior from the Bay Area, the speed and pressure of live sports production play right into her strengths In the live-sports-video industry, the future...

19/03/2026

Grass Valley Expands Partnership with University of Pittsburgh Athletics, Upgrading Production Infrastructure to SMPTE ST 2110 IP

Grass Valley has expanded its long-term partnership with University of Pittsburg...

19/03/2026

Audio-Technica Debuts ATV-SG1 and ATV-SG1LE On-Camera Shotgun Microphones

Audio-Technica has released the ATV-SG1 and ATV-SG1LE On-Camera Shotgun Microphones, designed for use with DSLR, mirrorless SLR, and other cameras. The ATV-SG1...

19/03/2026

NAB 2026: Harmonic Enhances XOS Advanced Media Processor to Streamline Next-Generation Broadcast Distribution

Harmonic (booth W2831) announces updates to its XOS Advanced Media Processor aim...

19/03/2026

DAZN and Top Rank Sign Multi-Year Rights Deal to Bring Marquee Events and Historic Archive to the Global Home of Boxing

DAZN and Top Rank have announced a multi-year partnership that will bring Top Ra...

19/03/2026

IHSE and Cyviz Announce Strategic Partnership

IHSE, a provider of KVM systems, has announced a partnership with Cyviz AS, a provider of technology solutions for collaboration and mission-critical operations...

19/03/2026

Net Insight appoints Larissa Grner-Meeus as Chief Product Officer (CPO)

Net Insight has appointed Larissa G rner-Meeus as Chief Product Officer. She joins the company's executive management team. G rner-Meeus holds a Dipl-Ing. ...

19/03/2026

Leader Appoints Rob Stanley as Regional Sales Manager UK & Northern Europe

Leader Electronics of Europe has appointed Rob Stanley as Regional Sales Manager for the UK and Northern Europe. In the role, he will manage key accounts and ha...

19/03/2026

FIFA and YouTube Team Up in FIFA World Cup 2026 Preferred Platform Agreement

FIFA has announced that YouTube will be a Preferred Platform for the FIFA World Cup 2026. Under the agreement, FIFA's Media Partners will be able to publis...

19/03/2026

Upgrade to NCAA March Madness Live App Expands Multi-Game Viewing, Enhances Second-Screen Experience

New features across mobile, connected devices, and automotive platforms undersco...

19/03/2026

PSSI Global Services Welcomes Ben Bradshaw as Director of Product and Network Development

PSSI Global Services has appointed Ben Bradshaw as Director of Product and Netwo...

19/03/2026

NAB 2026: Cobalt Digital to Unveil Additions to End-to-End IPMX and ST 2110 Ecosystem

Cobalt Digital has announced its NAB 2026 product lineup, which includes additio...

19/03/2026

Sportradar Releases Industry Outlook on the Future of U.S. Sports Viewing

Sportradar has released a new report, Innovation in Sports Media: The Next Era of Sports Viewing, examining how the sports viewing experience in the U.S. is evo...

19/03/2026

Matrox Video's ConvertIP Awarded in Rai Framework Agreement Supporting IP Modernization Strategy

Matrox Video has been awarded a three-year framework agreement to supply its Con...

19/03/2026

Controlled Chaos: Inside the Mighty Production Engine Behind the NCAA Men's Basketball Tournament's First Week

CBS Sports' Jason Cohen and TNT Sports' Chris Brown lead the charge on n...

19/03/2026

Loud and Fun Is the Goal for NCAA Tourney Audio

A1 Dave Grundtvig and his team deploy plenty of mics to capture the sounds and energy from the stands as well the court March Madness is a tournament in which ...

19/03/2026

Spotify Marks 5 Years of EQUAL With EQUAL: The Podcast and Global Events

In 2021, we launched EQUAL, a program designed to address an industry reality that persists: Women artists, songwriters, and producers too often face fewer oppo...

19/03/2026

Toontrack release Transistor Organ EKX

Latest EZKeys 2 expansion arrives Toontrack's staggering collection of EZKeys 2 expansions has grown once again, and the latest instalment delivers a on...

19/03/2026

Roland preview Melody Flip

New generative AI plug-in due in May 2026 Roland have announced the upcoming launch of a new generative AI tool created in collaboration with Sony Computer ...

19/03/2026

Native Instruments CEO Statement

Nick Williams updates users on insolvency process Nick Williams, the CEO of Native Instruments, has released the following official statement regarding thei...

19/03/2026

Milab to restart production

Iconic Swedish mic manufacturer back in action Legendary Swedish microphone manufacturer Milab have announced that production is now fully underway, and mic...

19/03/2026

FT1-EMU plug-in from Freqport

Acclaimed saturation unit goes virtual Freqport's Freqtube FT1 (reviewed here in SOS February 2023) offers a convenient way to integrate real valve-base...

19/03/2026

SGL Carbon: Restructuring ensures earnings forecast and creates basis for new growth

The discontinuation of loss-making business activities as part of the restructur...

19/03/2026

Silicon Valley satire The Audacity premieres 15 April on SBS and SBS On Demand

Silicon Valley satire The Audacity premieres 15 April on SBS and SBS On Demand 19 March, 2026 Media releases From one of the writer/producers of Succession...

19/03/2026

SBS brings communities together at Bondi Pavilion for Harmony Week multilingual broadcast

SBS brings communities together at Bondi Pavilion for Harmony Week multilingual ...

19/03/2026

Clarification from SBS regarding Western Sydney expansion

Clarification from SBS regarding Western Sydney expansion 19 March, 2026 Media releases From an SBS spokesperson: SBS wishes to clarify some media coverag...

19/03/2026

Leader appoints Rob Stanley as Regional Sales Manager UK...

Test & measurement innovator, Leader Electronics of Europe, is pleased to announce the appointment of Rob Stanley as Regional Sales Manager - UK & Northern Euro...

19/03/2026

Accedo One and Magine Pro Officially Launch Leyra Deliver...

The recently announced joint venture between Accedo One and Magine Pro has been officially launched as Leyra. The new company will combine the two complementary...

19/03/2026

Lightware matrices are the go-to choice for signal manage...

Budapest, Hungary, March 2026 - Demand for traditional matrix switching remains strong across live events, rental and staging markets. With a reputation for rel...

19/03/2026

DPA Elevates 4097 Micro Shotgun With CORE Technology

DPA Microphones adds to its CORE microphone selection with the 4097 CORE Micro Shotgun, which delivers a new level of clarity, headroom and sonic transparency...

19/03/2026

Starfish highlights flexible TS Splicer releases and new...

Starfish Technologies will present the latest releases of its TS Splicer (Win) and TS Splicer (K8) at NAB Show 2026, together with a new Monitoring Dashboard de...

19/03/2026

TrueVisions Selects Bitmovin Observability

Bitmovin, a leading provider of video streaming solutions, has announced that TrueVisions NOW, a leading streaming platform in Thailand, and part of the TrueVis...

19/03/2026

Harmonic Enhances XOS Advanced Media Processor to Streaml...

Harmonic (NASDAQ: HLIT) today announced significant enhancements to its XOS Advanced Media Processor that lower the cost of broadcast distribution while enablin...

19/03/2026

Cobalt Digital to Unveil Additions to End to End IPMX and...

Cobalt Digital, the leading designer and manufacturer of award-winning signal processing products, and a founding partner in the openGear initiative has announ...

19/03/2026

Magewell Connecting Any Source Anywhere in Any Form Facto...

Magewell a developer of innovative, high-performance video I/O and IP workflow solutions will be at the 2026 NAB Show on booth C6113. In addition to several...

19/03/2026

Triveni Digital Expands NextGen TV Innovations and Suppor...

Triveni Digital, a trusted leader in ATSC 1.0 and ATSC 3.0 service delivery, data broadcasting and quality assurance solutions, today announced it will showcase...

19/03/2026

Imagine Communications to Showcase Purpose Led Innovation...

2026 NAB Show Exhibitor Preview April 19 22 Las Vegas Booth N.1328 Summary: At the 2026 NAB Show in Las Vegas, Imagine Communications will showcase the lat...

19/03/2026

Pebble demonstrates partnerships performance and future-r...

Broadcast playout leader highlights innovation and industry collaboration Pebble, the leading automation, content management and integrated channel specialist...

19/03/2026

Tuxera showcases stunning performance with Fusion SMB and...

Tuxera, a leading provider of quality-assured file systems and networking technologies, is highlighting remarkable advances in performance at NAB Show (booth N1...

19/03/2026

Intinor introduces enhanced SRT monitoring, HDR transport...

Intinor will showcase several new developments to the Direkt platform at NAB 2026, including enhanced SRT monitoring, expanded HDR transport capabilities and su...

19/03/2026

Caretta Research Finds Broadcasters Rebuild Live Operatio...

Broadcasters are rebuilding live operations workflows around IP delivery as satellite and dedicated fibre distribution decline, according to new research from C...

19/03/2026

Berklee Popular Music Institute's 24th Showcase Channels '80s Prom Nostalgia

Berklee Popular Music Institute's 24th Showcase Channels '80s Prom Nosta...

19/03/2026

Study: Creator Content Plays Growing Role in Streaming Habits

Share Copy link Facebook X Linkedin Bluesky Email...