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

North America Stories

24/07/2026

ESPN Adds New Production Features for NFL FLAG Championships

Referee hat cameras, player/coach mics, and virtual graphics will be deployed at the three-day event for the first time The NFL FLAG Championships return to ES...

24/07/2026

Qvest, Ateme and Scaleway Deliver Sovereign OTT Platforms for European Broadcasters

Qvest, Ateme, and Scaleway have partnered to offer broadcasters, media organizat...

24/07/2026

LTN Reaches 3,000 Satellite-to-IP Migrations as FCC Votes on C-Band Auction

LTN has completed satellite-to-IP migrations for more than 3,000 broadcaster, MVPD (Multi-Channel Video Programming Distributor), head-end, and content owner si...

24/07/2026

Chyron Releases Virtual Placement 8.1

Chyron has released Virtual Placement 8.1, an update to its live sports virtual graphics platform. The release adds workflow and graphics changes across chroma ...

24/07/2026

Riedel Deploys RefCam and Easy5G at International Soccer Match

Riedel's RefCam Live was used for the first time at an international soccer match during a friendly between the German men's national team and Ghana in ...

24/07/2026

USSI Global Offers Services for Next Phase of C-Band Spectrum Transition

USSI Global said it is prepared to help broadcasters, satellite network operators, and media organizations manage the next phase of C-band spectrum clearing, fo...

24/07/2026

Fubo Launches The Athletic Video Hub on CTV

FuboTV and The Athletic have launched The Athletic Video Hub on Fubo, bringing The Athletic's sports video content to connected TV (CTV) for the first time....

24/07/2026

Tagboard Integrates With Momento To Display Fan Reaction Photos on Venue Screens

Tagboard and Momento have partnered to bring Momento's fan reaction photos to venue videoboards in real time following big plays. The Seattle Mariners will ...

24/07/2026

Stephen Arnold Music Creates Anthem for Fox Television Stations FIFA World Cup Coverage

Stephen Arnold Music (SAM) created an anthem called The World Is Here for Fox ...

24/07/2026

CazTV Acquires Exclusive Brazilian WTA Tour Rights Through 2030

Caz TV has acquired Brazilian broadcast rights to the entire WTA Tour driven by Mercedes-Benz, covering all WTA 250, WTA 500, and WTA 1000 tournaments. The agre...

24/07/2026

SiriusXM and WWE Launch WWE Radio on Channel 156

SiriusXM and WWE have launched WWE Radio on SiriusXM channel 156, beginning Monday, July 27. The channel will carry live audio of WWE Premium Live Events, audio...

24/07/2026

Harvard Athletics Uses AJA Equipment for Collegiate Sports Production

Harvard Athletics produces more than 325 live NCAA Division 1 sports events and 500 edited videos per year. To manage video capture, streaming, recording, and s...

24/07/2026

Chyrons PRIME 5 Supported Telemundos FIFA World Cup 2026 Graphics Production

Chyron's PRIME 5 graphics platform supported live graphics workflows for NBCUniversal Telemundo's FIFA World Cup 2026 coverage across Telemundo, Univers...

24/07/2026

NBC Sports Prioritizes Data in Presentation of 113th Tour de France

Wearable tech returns to the coverage, and a brand-new mobile unit is rolled out for the 2026 edition The 21-stage Tour de France is nearing its conclusion. Th...

24/07/2026

ESPN Leans Into Player Access, Referee Cam for WNBA All-Star Weekend in Chicago

More than 20 cameras, extensive player and coach audio, and a REMCO production model will power coverage of the league's showcase For an event designed to ...

24/07/2026

F1 Unveils Strategy Insight Graphic Powered by AWS at Hungarian Grand Prix

New broadcast tool uses live timing, telemetry, and predictive analysis to decode real-time team decision-making for fans at home...

24/07/2026

Ratings Roundup: World Cup Final Draws Largest Non-NFL U.S. TV Audience in Nearly 30 Years

Ratings Roundup is a rundown of recent rating news and is derived from press rel...

24/07/2026

Behind Netflix's Emmy-nominated Monster: Bind Studio and FileRunner on the VFX pipeline

Sohonet's partners at BIND Studio have published a great case study on the V...

24/07/2026

Harvard Athletics Transforms Collegiate Sports Storytelli...

Between the maturation of IP and remote production workflows, collegiate sports production is advancing rapidly. For an Ivy League institution like Harvard, kee...

24/07/2026

iWedia announces the launch of Teatro Factory - A groundb...

iWedia, a global provider of software solutions for connected TV devices, today announces the launch of Teatro Factory, a new operator-facing software factory o...

24/07/2026

Record-breaking World Cup has advertisers cheering

Yospace, the trusted leader in Dynamic Ad Insertion (DAI), stitched 11.57 billion one-to-one addressable advertisements into live video streams during the 2026 ...

24/07/2026

Mediagenix To Feature 'Real-Time Media Enterprise Platform At IBC 2026

Share Copy link Facebook X Linkedin Bluesky Email...

24/07/2026

Peacock Posts First Profits, Adds 2 Million Subs in Q2 2026

Share Copy link Facebook X Linkedin Bluesky Email...

24/07/2026

Edward F. OKeefe Named President and CEO of The WNET Group

Share Copy link Facebook X Linkedin Bluesky Email...

24/07/2026

TiVo Ads, OpenGlass Launch Programmatic Access to the TV Homescreen

Share Copy link Facebook X Linkedin Bluesky Email...

24/07/2026

Digital Alert Systems DASDEC Platform Supports FCCs New P...

Current DASDEC software enables customers to comply with the FCC's new 15-character password mandate without requiring updates LYNDONVILLE, N.Y. July 23,...

24/07/2026

SDVI to Showcase Next-Generation Rally Platform and New T...

At the IBC2026 Show, SDVI will give European media organizations their first hands-on look at the next-generation Rally media supply chain management platform f...

24/07/2026

Sonnet Technologies at IBC2026

Sonnet Technologies at IBC2026 Brie Clayton July 23, 2026 0 Comments Hero image: Sonnet Twin25G T5 Thunderbolt 5 Adapter At this year's IBC Sho...

24/07/2026

Musora Enhances Online Music Lessons with Blackmagic Design

Musora Enhances Online Music Lessons with Blackmagic Design Brie Clayton July 23, 2026 0 Comments Director of Production Josh Holliday details workflo...

24/07/2026

The Future of Live Production: How DMC Is Combining Traditional OB with Software-Defined Remote Production

Interview with Production 360. Original article published here The theme of thi...

23/07/2026

SVG Students To Watch: Shansley Glenn, University of Oklahoma

This Spring 2026 graduate from Honolulu found a home at SoonerVision as a live-production star and is ready to enter the industry as a replay op on Prime Video&...

23/07/2026

Miked Up Is an Everyday Deal for the Athletes Unlimited Softball League

As the AUSL postseason begins tonight, listening in to players during games enhances fan engagement for the young organization Ballplayers chatting with announ...

23/07/2026

Snap Announces AR and Creator Activations at Esports World Cup 2026 in Paris

Snap Inc. and the Esports Foundation have announced Snap's activations at the Esports World Cup 2026 in Paris, running July 6 through August 23. For the fir...

23/07/2026

Sony Introduces FX5 Full-Frame Cinema Line Camera

Sony has announced the FX5, a full-frame Cinema Line camera built around a newly developed fully stacked Exmor RS CMOS image sensor and BIONZ XR2 image processi...

23/07/2026

TNDV Powers Pickleball Slam 4 Broadcast for Ohlmeyer Kusserow Group

TNDV (a division of Live Media Group) provided technical production support for the Pickleball Slam 4 live broadcast from Seminole Hard Rock Live in Hollywood, ...

23/07/2026

LTN Surpasses 3,000 Satellite-to-IP Migrations as FCC Approves Upper C-Band Auction Rules

LTN has announced it has completed satellite-to-IP migrations for more than 3,00...

23/07/2026

Daktronics Announces 2026 DakClassroom Student Showcase Winners

Daktronics has announced the winners of the 2026 DakClassroom Student Showcase, a national competition recognizing student work in media production, storytellin...

23/07/2026

beIN Sports Extends Exclusive Roland-Garros Rights Across 10 Asian Markets Through 2031

The French Tennis Federation (FFT) and beIN Media Group have announced a five-ye...

23/07/2026

Clear-Com Provides Intercom System for Fryderyk Awards Gala at Tauron Arena Krakw

Clear-Com provided the communications infrastructure for the Fryderyk Awards Gal...

23/07/2026

How the FIFA World Cup's Record Revenue Masks a Structural Market Contraction

The 2026 FIFA World Cup is, on paper, an unparalleled financial success. Total t...

23/07/2026

From Green Screen to LED: How BBC Sport's World Cup Studio Became the Blueprint for Match of the Day

Standing inside HQ3 at MediaCity Studios during the FIFA World Cup 2026, it quic...

23/07/2026

How the 2026 FIFA World Cup Tightened the Bond Between the FOX Sports Digital, Linear Teams

Having attracted upwards of 17 billion views throughout the tourney, the broadca...

23/07/2026

Sony Unveils FX5 Full-Frame Camera

Share Copy link Facebook X Linkedin Bluesky Email...

23/07/2026

Sachtler To Show Akti8T Fluid Head, Flowtech75 Tripod At IBC 2026

Share Copy link Facebook X Linkedin Bluesky Email...

23/07/2026

NextGen TV Launches in Cleveland

Share Copy link Facebook X Linkedin Bluesky Email...

23/07/2026

Yospace Stitched 11.57 Billion Ads into Live Streams During World Cup

Share Copy link Facebook X Linkedin Bluesky Email...

23/07/2026

At IBC2026 Witbe Will Showcase Tests That Build Themselve...

Witbe brings its AI-native testing and monitoring infrastructure to Amsterdam: demonstrations on real devices, a peer-reviewed technical paper in the conference...

23/07/2026

Quickplay Caretta Research Evergent and Yospace Announce...

Quickplay, Caretta Research, Evergent, and Yospace have announced that the renowned IBC Pride Happy Hour will once again bring the vibe and fun back to IBC on F...

23/07/2026

IBC2026 Interra Systems Brings Trusted Media Intelligence...

At IBC2026, Interra Systems will present this year's focus: operational AI at scale for QC, monitoring, and captioning workflows. The industry has moved pas...

23/07/2026

Illusionfx is finally coming!

Illusionfx is finally coming! Alex Perea July 23, 2026 0 Comments The new website is now live to mark the occasion. Since the last update, feedback h...