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ITS America Conference

Detriot-June 9-12, 2026

NATMEC Conference

Nashville July 6-9, 2026

ITS America Conference

Detriot-June 9-12, 2026

NATMEC Conference

Nashville July 6-9, 2026

NATMEC Conference

Nashville July 6-9, 2026

ITS America Conference & Expo

Detriot June 9-12, 2026

855-762-7835
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Use Cases For Pedestrian & Cyclist Monitoring

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Use Cases For Pedestrian & Cyclist Monitoring

Get detailed information on non-motorized road users.

Explore behaviour of pedestrians and bikers and gain valuable data for traffic safety and design improvements. Detect people’s movement patterns, spot undesirable events and discover how your local active transportation evolves over time.

Support active mobility

Make your city greener by encouraging ecological means of transport. FLOW helps you gather valuable data for justifying the investments in pedestrian and cyclist infrastructure.

Multiple applications

The neural network powering our software can easily recognize pedestrians, cyclists, bikers and even tuk-tuks!

Safety first

Learn more about people’s traffic habits and use the insights to increase their safety.

Movement patterns

Learn more about people’s typical behaviour at the monitored site. Map their routes and see the most used patterns and behaviours – or create comprehensible heatmaps to have different overview on the traffic. Use the insights to improve safety of the road users.

Cyclists in the traffic

Cyclists and pedestrians are the most vulnerable road users. Inspect if their safety in the traffic is ensured and find ways to improve it. With our tools, you can easily spot cyclists misusing the sidewalks or detect whether they ride or walk the bike.

Jaywalking

Track movement of the pedestrians and identify problematic street areas. Investigate jaywalking or improper use of sidewalks and get further information about the pedestrian behavioural patterns. Adjust the traffic signs and road markings to improve the safety of both drivers and pedestrians.

Cyclist counter

Transparency is the key to motivate more people to ride a bike. Displaying the number of cyclists shows the people how an individual is contributing to the ecology of the city. Using FLOW, you can set up such a counter in a blink of an eye. And its open API ensures perfect connectivity to your LED signs.


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Manufacturer: DFS (DataFromSky)

Product Model: TrafficXRoads

TrafficXRoads I131-O-NX8-1TB is an embedded video analytics computer designed for real-time traffic detection, dynamic control of traffic light signaling, and collection of traffic data from IP cameras. Powered by a robust NVIDIA Jetson Orin NX processor, it runs an AI-based detection and tracking algorithm that transforms any video stream into high-quality trajectory data about road users.

The system can analyze data from up to 6 connected cameras in real time, with an operating range of more than 80 meters. Its highly optimized and fully configurable trajectory processing engine can evaluate dozens of detection tasks per camera view in parallel.

Core Capabilities

  • Real-time AI-powered analysis for up to 6 video streams
  • Fully configurable trajectory processing engine for parallel detection tasks
  • Cabinet-friendly compact form factor for easy installation
  • Remote access for configuration and firmware updates
  • Operating temperature: -40°C to 75°C

Smart Detection with FLOW Framework

  • Flexible detection setup using spatial, temporal, or attribution filters
  • Rapid configuration for complex scenarios:
  • U-turn detection
  • Queue detection
  • Blocking vehicle detection
  • Average speed measurement
  • Inductive loop emulation anywhere in the camera view
  • Instant response to configuration changes in real tim

Data Handling & Visualization

  • Multiple aggregation modes: whole history, time blocks, floating window, or defined intervals
  • Custom dashboards with:
    • Heatmaps
    • Tables
    • Trajectories
  • Statistical values
  • Historical and real-time data access via open APIs for third-party integration
  • Export in a variety of formats

Connectivity & Integration

  • Supports multiple communication protocols: NTCIP, J2735, UDP, SDLC
  • Scriptable actions and outputs based on detection events or performance metrics
  • Two GigE PoE ports for IP cameras or network devices

Application Areas

Dynamic Traffic Control
  • Vehicle presence detection
  • Speed monitoring and service level analysis
  • Queue length & lane occupancy tracking
  • Gap time and space estimation with ETA prediction
Traffic Violation Monitoring
  • U-turn detection
  • Wrong-way driving detection
  • Illegal lane change detection
  • Red-light violation detection
Vulnerable Road User Protection
  • Pedestrian and cyclist presence detection
  • Vehicle-pedestrian conflict detection
  • Jaywalking detection
  • Personal safety messages (J2735 compliant)

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Manufacturer: DFS (DataFromSky)

Product Model: Traffic Camera

The TrafficCamera B8M40-110F30V2 is an outdoor bullet camera with an onboard FLOW video analytics engine, delivering a complete all-in-one edge solution for smart traffic, parking, retail, and security applications.

With local video processing, it ensures 100% GDPR compliance and minimal bandwidth usage. Designed for affordability, ease of setup, and high reliability, the TrafficCamera supports event-based alerts and triggers, open API connectivity, and webhooks for seamless integration with smart city systems and data platforms.

Power and connection are via PoE, and the camera includes IR night vision up to 30 meters and a fully motorized zoom (40°–110°) for easy, remote field-of-view adjustments. It supports automatic updates and full remote configuration.

Ideal for monitoring smaller or less complex scenes, such as two-lane roads, tunnels, pedestrian pathways, and entry/exit points, the TrafficCamera is a stand-alone traffic monitoring solution requiring no server-side operation.

Core Capabilities

  • Onboard FLOW video analytics engine for distributed, edge-based processing
  • 100% GDPR compliant with minimal bandwidth requirements
  • Seamless integration via open API and webhooks
  • PoE-powered connection for simplified installation
  • IR night vision with up to 30m range for low-light conditions
  • Fully motorized zoom (40° to 110°) for flexible coverage
  • Automatic updates and remote configuration capability
  • Fully stand-alone operation without server dependency
  • Real-time alerts and direct control of connected devices (e.g., signs, gates)
  • On-camera dashboard for data visualization

Smart Detection with FLOW Framework

  • Flexible detection setup using spatial, temporal, or attribution filters
  • Rapid configuration for complex scenarios:
  • U-turn detection
  • Queue detection
  • Blocking vehicle detection
  • Average speed measurement
  • Inductive loop emulation anywhere in the camera view
  • Instant response to configuration changes in real tim

Application Areas & Functions

Traffic Violations Detection
  • Wrong-way driving detection
  • Illegal lane change detection
  • Blocking vehicle detection
Safety & Security
  • Object presence alerts
  • Suspicious behavior detection
Retail Analytics
  • Queue detection
  • Heatmap generation and stationary time tracking
  • Measurement of attractiveness
Traffic Flow Improvement
  • Congestion detection
  • Level of service measurement
  • Traffic statistics reporting
Parking Management
  • Occupancy monitoring
  • Parking time measurement
  • Wrong parking detection
General Applications
  • Behavioral analysis
  • Counting and statistical reporting
  • Occupancy and presence data

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Manufacturer: Blue-Band

Product Model: Blue-Band

The Blue-Band operates seamlessly on DFS TrafficXRoads and Enterprise systems, delivering a revolutionary leap in traffic management technology.

“Our technology isn’t just another tool in the toolbox; it’s a game-changer that the industry simply can’t afford to overlook. With its unparalleled versatility and seamless integration capabilities, our edge compute platform revolutionizes traffic management, making it indispensable for optimizing transportation systems and safeguarding vulnerable road users.”

Our Differentiator – A Fully Integrated Ecosystem

At the core of Blue-Band’s power is the Integrator-AI™, functioning as the city’s central command center. It enables full communication between diverse devices at every site, synthesizing data to drive informed decision-making and real-time interventions.

This integration enhances traffic flow, improves pedestrian safety, and delivers actionable insights for future planning, unlocking efficiency, foresight, and safer streets through a single coordinated system.

Integrator-AI™ – Scalable, Secure & Future-Proof

Transportation Fusion is the foundation of Integrator-AI™. This process integrates multiple transportation devices and services simultaneously on a single platform, enabling sophisticated data analysis, coordinated actions, and real-time responses between devices.

This comprehensive solution streamlines the transition from concept to deployment, providing cities with the tools to manage mobility in smarter, more adaptive ways.

SPM+ – Enhanced Signal Performance Measures

SPM+ transforms conventional Signal Performance Measures into a more intelligent, connected, and responsive system:
By fusing connected vehicle data and modern technologies into existing infrastructure, SPM+ delivers life-saving edge computing capabilities as if a dedicated operations team were stationed at every intersection.

SPM+ Core Components:
  • Pedestrian and Cyclist Data Integration: Incorporates VRU data directly into signal operations.
  • Safety Conflicts Analysis: Detects and evaluates near-misses and unsafe scenarios.
  • Real-Time Dynamic Interventions: Initiates automated responses to emerging hazards.
  • Customizable Use-Case Remedies: Allows cities to tailor responses for specific scenarios.
  • Signal Performance Measures Analytics: Provides deep insights into traffic flow and safety metrics.

V2X / Connected Vehicles – Bridging Legacy & Modern Systems

Integrator-AI™ merges sensor data with infrastructure intelligence to create adaptive traffic management. Using real-time analytics, deep learning, and AI, it:

  • Optimizes traffic patterns
  • Improves road safety
  • Reduces congestion

The system dynamically adjusts to changing conditions, providing a flexible and future-ready platform for connected vehicle integration.

Adaptive Pedestrian Detection – Protecting Vulnerable Road Users

This feature uses real-time detection zones to safeguard pedestrians and cyclists. Through advanced edge computing, it connects with a wide range of traffic controllers and notification systems, ensuring sensor compatibility across different technologies.

Key Safety Features:
  • Dynamic Pedestrian Crosswalk Timing: Adjusts signals in real time based on pedestrian volume.
  • Extended Timing for Slower Pedestrians: Automatically increases crossing time for those needing more time to ensure safety and accessibility.

Key Benefits of Blue-Band

  • Operates seamlessly on DFS TrafficXRoads & Enterprise systems
  • Fully integrated ecosystem for unified traffic management
  • Real-time data fusion from multiple transportation devices
  • Enhanced VRU protection through adaptive detection and intervention
  • Advanced signal performance analytics for safer, smoother flow
  • Scalable, future-proof platform for evolving transportation needs

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Manufacturer: Smartek Systems

Product Model: SVS

The SVS-1 is a cost-effective and highly reliable video image detection system designed for intersection stop line vehicle detection. Using state-of-the-art processing hardware and sophisticated detection algorithms, the SVS-1 offers an efficient, non-intrusive alternative to traditional in-pavement magnetic loops.
Capable of connecting up to six (6) off-the-shelf NTSC cameras, a single SVS-1 processor can monitor multiple intersection approaches while maintaining a small installation footprint.
Setup is straightforward and can be performed with just a mouse and monitor or via PC using SmarTek’s SVS Setup and Monitor software.

Key Features

  • Simple Setup: Configure directly using a mouse and monitor or via PC software.
  • True Vehicle Presence Detection: Call is held as long as vehicles remain in the detection zone.
  • Multi-Camera Support: Supports up to 6 NTSC cameras for comprehensive intersection coverage.
  • Flexible Zone Configuration: 30 directional zones per camera with customizable grouping logic per phase.
  • Multiple Output Options:
  • Up to 8 opto-isolated vehicle presence relay outputs per camera.
  • Relay routing to onboard connector or external relay cards.
  • SDLC Interface: Eliminates need for detector cardfiles.
  • Additional Inputs: Six opto-isolated inputs for the Shelf Mount model.
  • Low Power Requirements: Operates on 12 VDC to 24 VDC.

Specifications

  • Processor Capacity: Up to 6 NTSC cameras
  • Dimensions (Shelf Mount): 4.5" H × 6.75" W × 8.0" L
  • Dimensions (Single Camera Card): Standard TS-2 card form factor
  • Operating Temperature: -35°C to +75°C
  • Warranty: Two years

Benefits

  • Eliminates the need for costly and intrusive in-pavement installations.
  • Covers multiple approaches from a single compact processor unit.
  • Highly configurable to adapt to various traffic control scenarios.
  • Reliable performance in a wide range of environmental conditions.

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Manufacturer: DFS (DataFromSky)

Product Model: Enterprise

The Traffic Enterprise system is a server-based AI traffic platform that converts any existing city camera network into a cooperative smart network capable of delivering real-time traffic intelligence for the smart cities of tomorrow.
This is the sixth traffic sense, running entirely on in-house AI servers, eliminating cloud dependency while ensuring full GDPR compliance.

Key Advantages

  • Visual Solver for All Traffic Tasks: Fully interactive interface for designing and managing traffic automation workflows.
  • Collaborative Camera Network: Integrates hundreds of cameras into a single coordinated system.
  • Real-Time Deep Traffic Metrics: AI automatically processes all video streams to deliver advanced traffic analytics.
  • Flexible & Scalable: Supports large-scale deployments across an entire city infrastructure.

Core Capabilities

  • Operates across hundreds of cameras on a unified platform.
  • Processes video feeds with advanced AI algorithms for accurate, deep traffic insights.
  • Real-time performance for immediate detection, response, and reporting.
  • Deployable on AI-powered city servers for secure, in-house operation.
  • Fully GDPR-compliant, no cloud storage required.

Integration & Control

  • Open API for seamless integration with other city management platforms.
  • Compatible with diverse hardware and existing infrastructure.
  • Full administrative control over settings, automation logic, and analytics workflows.

Why Smart Cities Choose Traffic Enterprise

  • Centralized Traffic Intelligence: One platform to monitor, analyze, and automate city traffic management.
  • Privacy First: 100% GDPR compliant, in-house data processing.
  • Future-Ready: Scalable solution for expanding camera networks and emerging technologies.

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Manufacturer: DFS (DataFromSky)

Product Model: Flow Acap

AXIS camera with the Flow Acap is the ultimate AI-powered combination for handling any traffic monitoring task. FLOW tracks objects and classifies them into 17 categories including VRUs to analyze their behavior in a user-defined way. It is an allin-one solution for live traffic insights and data collection.

Comprehensive traffic data

Recognize events like near-misses, jaywalking, or traffic congestion. Read license plates, detect traffic light states, and even traffic violations.

Detailed categorization

Categorize objects into 17 categories, including pedestrians, bicycles, scooters, and prams and perform behavior analysis on the camera.

ARTPEC 8 and newer

FLOW ACAP is supported on various AXIS camera models with DLPU, including PTZ or fisheye models.

Features

  • Video analytic engine: 17 object categories including pedestrians and cyclists | boxes
  • Trajectory processing engine: Fully customizable | Stationary vehicle | Wrong way driver | Slow/fast moving vehicle | Pedestrian on the road | Congestion and many others
  • Visualization tools: Live view | Statistics | Heatmaps | Historical data | Customizable dashboard
  • Data interface: UDP | WEBHOOKS | REST API | MQTT | J2735

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