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Artificial Intelligence Pilot Projects Focusing on Guardrail Classification and Detection and Pedestrian Crossing Detection Cost Nebraska DOT $25,000 Each but Benefited from Existing Image Data.

Artificial intelligence (AI) offers the potential to enhance transportation systems by improving safety, reducing congestion, and enabling more efficient use of resources. This project focused on…
Content type
System Cost
Made Public Date
07/31/2025
Taxonomy (ARC-IT) Traffic Incident Management System (TM08), Road Weather Motorist Alert and Warning (VS07), Vulnerable Road User Clustering (VS19)
Geolocation links
Statewide, Nebraska, United States   |   Statewide, Missouri, United States   |   Statewide, Delaware, United States

Design Machine Learning System Outputs to Match User Capacity and Operational Goals when Designing AI Applications for Transportation.

Some key lessons learned are presented below. Design machine learning (ML) system outputs to match user capacity and operational goals. The Missouri Department of Transportation (MoDOT) improved the…
Content type
Lesson
Date Posted
07/31/2025
Taxonomy (ARC-IT) Traffic Incident Management System (TM08), Road Weather Motorist Alert and Warning (VS07), Vulnerable Road User Clustering (VS19)
Geolocation links
Statewide, Nebraska, United States   |   Statewide, Missouri, United States   |   Statewide, Delaware, United States

Educate Personnel on Machine Learning Fundamentals and Set Realistic Expectations Early On.

The study gathered information from five case studies on ML applications through interviews with state DOTs. Some key lessons learned are presented below. Educate Personnel on Machine Learning…
Content type
Lesson
Date Posted
12/27/2024
Taxonomy (ARC-IT) Traffic Incident Management System (TM08), Road Weather Motorist Alert and Warning (VS07), Vulnerable Road User Clustering (VS19)
Geolocation links
Nebraska, United States   |   California   |   Iowa, United States   |   Missouri, United States   |   Delaware, United States

Survey Across 15 States Found Annual Operating Costs for Machine Learning Applications Were Under $50K in 10 States.

Machine Learning (ML), an emerging field over the past two decades, can “analyze vast datasets, discover patterns, make predictions, and continuously improve through experience represents a paradigm…
Content type
System Cost
Made Public Date
12/27/2024
Taxonomy (ARC-IT) Traffic Incident Management System (TM08), Road Weather Motorist Alert and Warning (VS07), Vulnerable Road User Clustering (VS19)
Geolocation links
Nationwide, United States
ITS Deployment Evaluation

1200 New Jersey Avenue, SE
Washington, DC 20590

its.dot.gov

U.S. Department of Transportation Office of the Assistant Secretary for Research and Technology (OST-R)
 
 
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