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

15/04/2026

Winter Olympics, Super Bowl Power NBCU-Versant to Gold Medal Performance in Nielsen's February Gauge Reports

NBCU-Versant notches 13.1% of TV viewing in February, its best since August 2024...

15/04/2026

Nielsen CMI shows New Zealand's over-65s are a growing, cashed-up and still-working audience brands can't ignore

New data reveals older Kiwis are financially resilient, loyal to local products,...

15/04/2026

Autocue to Mark 2026 NAB Show Debut of its New PTZ Prompter

Share Copy link Facebook X Linkedin Bluesky Email...

15/04/2026

Locality Deploys Nielsen's Media Data Engine

Share Copy link Facebook X Linkedin Bluesky Email...

15/04/2026

Viant Announces Agreement to Acquire TVision

Share Copy link Facebook X Linkedin Bluesky Email...

15/04/2026

Evergent introduces Agentic Revenue Orchestration Platfor...

Evergent introduces its Agentic Revenue Orchestration Platform, transforming how subscription businesses across direct-to-consumer streaming, pay-TV, telecommun...

15/04/2026

CentralCast Delivers Breakthrough Efficiencies to Public...

Harmonic's XOS Media Processor Delivers Exceptional Video Quality to More than Half of U.S. Public Media Viewership Harmonic (NASDAQ: HLIT) today announce...

15/04/2026

DPA N Series Wireless System Unlocks Duplex Gap and Guard...

LONGMONT, COLORADO, APRIL 15, 2026 DPA Microphones N Series Digital Wireless System users in North America can now take full advantage of the system's exc...

15/04/2026

Cobalt Iron Launches Compass Tape Gateway Modernizing IBM...

Cobalt Iron, a leading provider of SaaS-based enterprise data protection, today announced the launch of Compass Tape Gateway (CTG), a transformative enhancemen...

15/04/2026

Disguise to Showcase Cutting-Edge Experience Tech for Sports, Broadcast and More at NAB 2026

Disguise to Showcase Cutting-Edge Experience Tech for Sports, Broadcast and More...

15/04/2026

Arooj Aftab Makes the Music She Wants to Hear

Arooj Aftab Makes the Music She Wants to Hear The singular artist explores the juxtaposition of grief and joy, dark and light, in her distinctive sound. Apri...

15/04/2026

Panasonic, NEP Partner on IP-Based Live Production

Share Copy link Facebook X Linkedin Bluesky Email...

15/04/2026

Encompass Digital Media Powers Global Cloud Transformatio...

Interra Systems, a provider of end-to-end quality assurance solutions for the digital media industry, is proud to announce its central role in the digital trans...

15/04/2026

Viaccess-Orca Powers MasOranges Multi-Brand TV Expansion...

VO Integrates Client-Side and Server-Side Ad Technologies with its Secure Video Player and Segmentation Tools, Leveraging Broadpeak's SSAI and BPK SmartLib ...

15/04/2026

TMT Insights Unveils AI at NAB 2026

TMT Insights, a leader in professional services and software development for the media and entertainment (M&E) industry, today announced the launch of TMT AI at...

15/04/2026

Encompass Digital Media and Oracle Cloud Infrastructure E...

Encompass Digital Media, a global leader in managed broadcast and cloud-based media services, today announced an expanded partnership with Oracle Cloud Infrastr...

15/04/2026

Middleman Software Debuts PhaseLock Technology and Expand...

Middleman Software, a leading provider of signaling and synchronization solutions for broadcast and streaming workflows, today announced it will unveil PhaseLoc...

15/04/2026

Deity Announces PR-4 Compact Field Recorder

Deity Microphones today announced the PR-4, a compact six-track field recorder featuring four inputs, 32-bit float recording, advanced routing, and a workflow-f...

15/04/2026

Blackmagic Design Announces Fairlight Live

Blackmagic Design Announces Fairlight Live Brie Clayton April 15, 2026 0 Comments Powerful software-based live audio mixer with support for SMPTE-2110...

15/04/2026

Haivision Launches Falkon X4 5G Transmitters

Share Copy link Facebook X Linkedin Bluesky Email...

15/04/2026

JB&A Spotlights Exhibitors Ahead of Pre-NAB 2026 Technology Event

Share Copy link Facebook X Linkedin Bluesky Email...

15/04/2026

Wave Central, EVS Announce SMPTE ST 2110 Interop Collaboration

Share Copy link Facebook X Linkedin Bluesky Email...

15/04/2026

Top Reason for Subscribing to Pay TV Is Live News and TV, Survey Finds

Share Copy link Facebook X Linkedin Bluesky Email...

15/04/2026

NAB Leadership Foundation Honors Outstanding Broadcasters

Share Copy link Facebook X Linkedin Bluesky Email...

15/04/2026

Wisycom Expands MPR60 With New Multichannel IFB Mode

Share Copy link Facebook X Linkedin Bluesky Email...

15/04/2026

Thomas Riedel Acquires Premium Manufacturer ARRI

Strategic Alignment With the Riedel Group for Innovation and Growth Thomas Riedel, founder and owner of Riedel Communications and the Riedel Group, has acqui...

15/04/2026

Iyuno Deploys SDVI Rally Platform to Accelerate and Scale...

SDVI, the leading platform provider for cloud-native media supply chains, today announced that the company's Rally platform has been deployed by Iyuno Media...

15/04/2026

Frequency Leads the Industry in Live Local News on FAST

Frequency, the engine behind many of the worlds leading streaming television channels, has become the platform of choice for leading U.S. broadcasters bringing ...

15/04/2026

Harmonic Introduces Breakthrough AI Orchestration Service...

New Service Simplifies Integration of AI Applications with Exceptional Reliability and Security SAN JOSE, Calif. April 14, 2026 Harmonic (NASDAQ: HLIT) t...

15/04/2026

VIDI and Media Links Bring Scalable IP Transport to Germa...

During the 2025 off-season, VIDI completed a major upgrade of the broadcast infrastructure across all 36 stadiums in Germany's 1st and 2nd Bundesliga. The p...

15/04/2026

Clear-Com Introduces Transformational Arcadia and Eclipse...

Clear-Com announced significant updates to its award-winning Arcadia Central Station as well as enhancements to the Eclipse HX Digital Matrix System now runn...

15/04/2026

Shotoku Introduces the World to Aura P2 PTZ Prompter Panner at NAB SHOW 2026

Shotoku Introduces the World to Aura P2 PTZ Prompter Panner at NAB SHOW 2026 Brie Clayton April 15, 2026 0 Comments New system removes PTZ pan restric...

15/04/2026

LiveU Announces Expanded Collaboration with Sony at NAB Show, Adding Direct File Workflow Integration

LiveU Announces Expanded Collaboration with Sony at NAB Show, Adding Direct File...

15/04/2026

This 24-Hour Performance Art Piece Needs Your Participation

This 24-Hour Performance Art Piece Needs Your Participation Keefer Glenshaws latest project is about collaborating with the Berklee community and beyond. Apr...

15/04/2026

Rethinking AI TCO: Why Cost per Token Is the Only Metric That Matters

Traditional data centers only stored, retrieved and processed data. In the generative and agentic AI era, these facilities have evolved into AI token factories....

15/04/2026

New Adobe Premiere Color Grading Mode Accelerated on NVIDIA GPUs

The NAB Show 2026 trade show, running April 18-22 in Las Vegas, is set to showcase a wave of new features and optimizations for top video editing applications. ...

14/04/2026

NAB 2026: Haivision Launches Falkon X4 5G Mobile Video Transmitter

Haivision has announced the Falkon X4, a 5G mobile video transmitter for live broadcast and remote production. The device will be showcased at NAB Show 2026. ...

14/04/2026

SVG New Sponsor Spotlight: Stripe TVs Matthew Pavey on Making Live-Production Tech More Portable, Intuitive, and Accessible

Founded by veterans of the production-truck world, Stripe TV was born out of a d...

14/04/2026

Studio Berlin Adds LDX 135 and LDX 180 Camera Systems from Grass Valley

Grass Valley has expanded its partnership with Studio Berlin, supplying 12 LDX 135 UHD/HDR camera systems and 12 LDX 180 Super 35mm cinematic cameras, including...

14/04/2026

LTN Appoints Mark Romano and Edward Cox to Vice President Roles

LTN has announced two senior appointments ahead of NAB Show 2026: Mark Romano as Vice President, Multichannel Platforms, and Edward Cox as Vice President, Sales...

14/04/2026

Agor and Sennheiser to Deploy Largest Spectera System to Date at Eurovision Song Contest 2026

Sennheiser and Italian rental company Agor have begun preparations for their Eu...

14/04/2026

DAZN and ADI Predictstreet Announce Prediction Market Partnership Ahead of FIFA World Cup 2026

DAZN and ADI Predictstreet have announced a partnership to integrate ADI Predict...

14/04/2026

Deltatre Completes Digital Platform for Serie A as Part of Four-Season Partnership

Deltatre has announced the completion of a direct-to-fan website and app for Leg...

14/04/2026

NAB 2026: Daktronics to Exhibit with Grass Valley

Daktronics, will exhibit at NAB Show 2026 in partnership with Grass Valley at Booth C2408, Las Vegas Convention Center, April 19-22. Daktronics will showcase a...

14/04/2026

NAB 2026: Backblaze to Host Partner Showcases

Backblaze will host a series of partner presentations at NAB Show 2026 (Booth N1259, North Hall), open to all exhibition hall badge holders. Showcase partners i...

14/04/2026

NAB 2026: BRAHMA AI to Exhibit Enterprise AI Content Platform

BRAHMA AI will exhibit at NAB Show 2026 (Booth W2415, West Hall), demonstrating its Enterprise AI Content Platform for media, entertainment, sports, and technol...

14/04/2026

Bridge Technologies VB440 Integrated into NEP Platform

Bridge Technologies has announced that its VB440 production probe has been integrated into NEP Platform, NEP Group's software orchestration system. The inte...

14/04/2026

NAB 2026: Clear-Com to Demonstrate Expanded Intercom Ecosystem

Clear-Com will introduce new products and demonstrate its communications ecosystem for broadcast and live production at NAB Show 2026 (Booth C5807, April 19-22)...

14/04/2026

NAB 2026: EZDRM to Introduce Revenue Security Prism Framework

EZDRM will use NAB Show 2026 (Booth W2260) to introduce the Revenue Security Prism, a framework for combining multiple security technologies to protect streamin...

14/04/2026

NAB 2026: Telos Alliance Product Preview

Telos Alliance will introduce the following products at NAB Show 2026: TV and Media Telos Infinity MK2 Panels: A new generation of hardware control panels for...