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

11/12/2025

AI for Sustainability: Lessons from Sarajevo

Thomson and the Center for News, Technology and Innovation (CNTI) convened a two-day workshop in Sarajevo bringing together more than 35 journalists, editors, p...

11/12/2025

ESPN's Aims for Spectacular With Heisman Trophy Show

ESPN's Aims for Spectacular With Heisman Trophy ShowEvent firsts include 1080p HDR production airing on both national broadcast and cableBy Dan Daley, Audio...

11/12/2025

SVG Students To Watch: Frankie Patton, University of Colorado

SVG Students To Watch: Frankie Patton, University of ColoradoThe 2025 grad is hitting the ground running as a PA on national broadcastsBy Brandon Costa, Directo...

11/12/2025

SVG Summit 2025 Technology Exhibits Preview, Part 3

SVG Summit 2025 Technology Exhibits Preview, Part 3By SVG Staff Thursday, December 11, 2025 - 7:24 am Print This Story | Subscribe Story Highlights The 2...

11/12/2025

SVG Sit-Down: What Makes Gen Z, X, and Y Fans Tick? Dave Gavant of WSC Sports Goes Inside the 2025 Fan Engagement Survey

SVG Sit-Down: What Makes Gen Z, X, and Y Fans Tick? Dave Gavant of WSC Sports Go...

11/12/2025

SVG Summit 2025 Preview: 5G, MXL, Spectrum Loss, and Outerspace on Tap for Tuesday Tech Talks'

SVG Summit 2025 Preview: 5G, MXL, Spectrum Loss, and Outerspace on Tap for Tues...

11/12/2025

2025 Sports Broadcasting Hall of Fame: David Levy, Turner Titan and Master of All Sports-Media Trades

2025 Sports Broadcasting Hall of Fame: David Levy, Turner Titan and Master of Al...

11/12/2025

SVG Launches Follow the Money' Podcast: Go Inside the Sports Media Biz with Sam McCleery and John Kosner

SVG Launches Follow the Money' Podcast: Go Inside the Sports Media Biz with...

11/12/2025

A Deep Dive Inside Game Creek Video's Bird and Magic Mobile Units, Home to Amazon's NBA on Prime Video'

A Deep Dive Inside Game Creek Video's Bird and Magic Mobile Units, Home to A...

11/12/2025

How Sound Effects for Monsters Funday Football' Emulated the Sonic Soul of Monsters, Inc.'

How Sound Effects for Monsters Funday Football' Emulated the Sonic Soul of ...

11/12/2025

SVG New Sponsor Spotlight: CSP Mobile Productions' Len Chase on Upgrading Truck Fleet to 1080p, HDR, and ST 2110

SVG New Sponsor Spotlight: CSP Mobile Productions' Len Chase on Upgrading Tr...

11/12/2025

Spotify and The Game Awards Debut Gaming-Inspired Spotify Singles From Labrinth, Evanescence x GUNSHIP, and Bilmuri

Having the right song soundtrack your moves can make all the difference when gam...

11/12/2025

Celebrate Taylor Swift's Record-Breaking Year and New Docuseries with Exclusive Playlist Cover Art Stickers

It's been a big year for Taylor Swift. Her highly anticipated album The Life...

11/12/2025

L3Harris Ramps Up Production of Next-Gen Missile Tracking Satellites at Expanded Florida Facility

New satellites for the SDA Tranche 1 Tracking program in production at L3Harris&...

11/12/2025

L3Harris Delivers First Meadowlands Production Unit to US Space Force

The Meadowlands system, a compact and mobile version of the CCS, uses ground-based radio frequency units to disrupt satellite communications....

11/12/2025

L3Harris Demonstrates Interoperable Network to Unify Department of War and U.S. Government Agencies

The L3Harris demonstration united tactical communications devices, counter-UAS c...

11/12/2025

2025: L3Harris Year in Review

Throughout 2025, L3Harris delivered innovative solutions to U.S. and allied warfighters across every domain. With an unrelenting commitment to excellence, our...

11/12/2025

Nielsen reveals exclusive new data and insights in annual Tops of Sports report

A Majority of the World's Population (51%) Identify As Soccer Fans The 2025 MLB postseason notched 58.2 billion viewing minutes, up +24% from the prior y...

11/12/2025

Zixi Names Roi Sasson Vice President, Engineering

WALTHAM, Mass. Video-over-IP software provider Zixi said Roi Sasson has joined the company as vice president, engineering....

11/12/2025

LG Ad Solutions Expands Local CTV Data Coverage

MOUNTAIN VIEW, Calif. In a move that highlights the growing competition between broadcasters and CTV platforms for local advertising, LG Ad Solutions has announ...

11/12/2025

Boston Conservatory Earns Several Best of Accolades in 2025

Boston Conservatory Earns Several Best of Accolades in 2025 Highlights include a faculty Grammy win, a seventh consecutive year on Playbill's list of co...

11/12/2025

Lawo, SMPTE To Conduct ST 2110 Practical Lab

RASTATT, Germany Lawo and the Society of Motion Picture and Television Engineers (SMPTE) have partnered to launch the SMPTE ST 2110 Practical Lab, an immersive ...

11/12/2025

Comcast's Xfinity Revamps National Video Plans

PHILADELPHIA Comcasts Xfinity operating brand has announced the launch of new national video plans with all-in pricing that the operator said will provide custo...

11/12/2025

Analyst: Pay TV Video Subs Rise for First Time Since 2017

After eight years of declines, MoffettNathansons new Cord Cutting Monitor for Q3 2025 shows that pay TV subscribers to linear TV packages rose by 303,000, the f...

11/12/2025

Happy Holidays from Berklee

Happy Holidays from Berklee Enjoy this years holiday student-performance video. December 10, 2025 By Office of the President Dear Berklee community, As w...

11/12/2025

VEON's Banglalink Receives Regulatory Approval to Launch Digital Payment Services to Advance Financial Inclusion in Bangladesh

11 Dec 2025 VEON's Banglalink Receives Regulatory Approval to Launch Digita...

11/12/2025

Sky Arts paints a picture of Britains beauty as Landscape Artist of the Year returns on 14 January

Thursday 11 December 2025 Sky Arts paints a picture of Britain's beauty as ...

11/12/2025

Meet the Most Relatable Hero This Holiday: Main Trailer and Poster Unveiled for Cashero'

Back to All News Meet the Most Relatable Hero This Holiday: Main Trailer and Po...

11/12/2025

'High Tides': Netflix Shares Release Date Final Season

Back to All News High Tides: Netflix Shares Release Date Final Season Credit: Netflix / Thomas Nolf Entertainment 11 December 2025 GlobalNetherlandsBelgium...

11/12/2025

Made in Texas: How Netflix House Dallas Is Leaving a Lasting Footprint

Back to All News Made in Texas: How Netflix House Dallas Is Leaving a Lasting Footprint From left to right: America's Sweethearts: Dallas Cowboys Cheerl...

11/12/2025

The Second Part of 'One Hundred Years of Solitude' Will Arrive in August 2026

Back to All News The Second Part of One Hundred Years of Solitude Will Arrive i...

11/12/2025

Website launch for pianist Georgina

It's not every day we're asked to create a website for a classical musician! So, we were delighted to help pianist Georgina Duncan as she embarks on he...

11/12/2025

2026 HPA Tech Retreat Brings Together Visionaries to Navigate Media's Next Chapter

The Hollywood Professional Association (HPA) today announced additional programm...

11/12/2025

Shane Lowry, Oti Mabuse and Brendan Fraser among the guests on this week's Late Late Show Christmas Special!

It's beginning to look a lot like Christmas! Irish golfing hero Shane Lowry...

11/12/2025

The RT Sport Sportsperson of the Year Nominees 2025 Revealed

RT Sport Awards 2025 live on RT One and RT Player at 8:05pm on Saturday 20 December On Saturday 20 December live on RT One and RT Player at the earlier ti...

11/12/2025

Ride Into Adventure With Capcom's Monster Hunter Stories' Series in the Cloud

Hunters, saddle up - adventure awaits in the cloud. Journey into the world of M...

11/12/2025

Fair City star Stephanie Kelly revealed as fifth contestant for Dancing with the Stars 2026

Sash is ready to samba as Fair City star Stephanie Kelly is revealed as the late...

10/12/2025

Sound-Alike Commercials Are Part of Sports' Soundtrack

Sound-Alike Commercials Are Part of Sports' Soundtrack Johnny Cash for Coca-Cola is the latest in a long litany of sonic approximationsBy Dan Daley, Audio ...

10/12/2025

Immersive Sound Is Logical Next Step for Sports Venues

Immersive Sound Is Logical Next Step for Sports VenuesSound-systems suppliers are sanguine, but the market has its challengesBy Dan Daley, Audio Editor Wednes...

10/12/2025

The Romans Built Arenas for Immersive Sound 2,000 Years Ago

The Romans Built Arenas for Immersive Sound 2,000 Years AgoThe historic Arena of Nimes in France is still in use todayBy Dan Daley, Audio Editor Wednesday, De...

10/12/2025

SVG Summit 2025 Preview: Audio Workshop Hits on Immersive, Virtualized, and Next-Gen Streaming Workflows

SVG Summit 2025 Preview: Audio Workshop Hits on Immersive, Virtualized, and Next...

10/12/2025

SVG Summit 2025 Technology Exhibits Preview: Audio Spotlight

SVG Summit 2025 Technology Exhibits Preview: Audio SpotlightBy SVG Staff Wednesday, December 10, 2025 - 8:21 am Print This Story | Subscribe Story Highlig...

10/12/2025

SVG Europe Audio: Listening to the Sounds of Powder and Ice at Milano Cortina with a Behind the Scenes Tour of OBS and NBC's Audio Set Ups

SVG Europe Audio: Listening to the sounds of powder and ice at Milano Cortina wi...

10/12/2025

Advancements in Audio Technology: Capturing the Atmosphere of Live Sports

Advancements in audio technology: Capturing the atmosphere of live sports By David Davies Tuesday, November 25, 2025 - 09:27 Print This Story Although wor...

10/12/2025

Everything Smelled of Popcorn: The Art of Bringing the Complex Sound of Esports to Fans With Sound Supervisor Matt Gilbert

Everything smelled of popcorn: The art of bringing the complex sound of esports ...

10/12/2025

2026 Sundance Film Festival Unveils 97 Projects Selected for the Feature Film and Episodic Program

Top L-R: Ha-Chan, Shake Your Booty!, Hanging by a Wire, Broken English, Buddy C...

10/12/2025

You're in Control: Spotify Lets You Steer the Algorithm

For the first time, Spotify is giving users the power to steer the algorithm. Gustav S derstr m, Spotify's Co-President, CPO, and CTO, shares the vision beh...

10/12/2025

L3Harris to Produce Additional Solid Rocket Motors for Precision-Guided Artillery System

L3Harris' new contract for Guided Multiple Launch Rocket System Insensitive ...

10/12/2025

US Space Force Expands Offensive Space Programs Through L3Harris Foreign Sales

L3Harris Meadowlands system has been designed with an open architecture software system that allows for more flexible and efficient software updates. This capab...