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Unmanned Aerial Vehicles Traffic Risk Analysis

OVERVIEW

Traffic accidents have been increasing yearly, resulting in significant social costs
  Ø Global: 1.35 million deaths per year (WTO)
  Ø United States: USD 250 billion in losses (approximately 6 million accidents annually) (NHTSA)
  Ø Taiwan: NTD 520 billion in losses (over 400,000 accidents annually; 3,000 deaths; 400,000 injuries)
Challenges of Traditional Traffic Improvement Methods
  Ø Frontliners lack efficient data collection tools for effective evaluation.
  Ø Difficulties in quantifying and identifying issues (e.g., poor traffic design vs. driver violations).
  Ø Requires experienced traffic experts for on-site inspections.
Drone Technology for Traffic Analysis
  Ø Utilizing aerial drone imagery for AI-based detection and object tracking to generate traffic flow trajectory data.
  Ø Employing AI algorithms tailored to Taiwan’s mixed traffic characteristics to provide traffic behavior analysis reports (health check reports).
  Ø Helps assess the current traffic conditions and serves as a reference for continuous improvements.
  Ø Applicable for: Traffic engineers, transportation departments, road management authorities, academic researchers, and so on.

ü A New Traffic Engineering Audit System



 

ü System Architecture & Product Features



 

ü Application Scenarios

ü Services & Advantages


 
1. Drone services
  • Feasibility assessment for drone flight areas
  • Application for drone flight activities and airspace approval
  • Drone rental (including battery usage and insurance fees)
  • Deployment of certified drone operators and observers
 
2. AI Services
  • Vehicle type detection (motorcycles, passenger cars, trucks, buses, tractor trailers, pedestrians, bicycles)
  • Object tracking and generation of traffic flow trajectory data
  • Trajectory file viewer software for intersection and road segment
  • Customized AI module services
 
3. Traffic Risk Behavior Analysis
  • Basic Analysis: Traffic Trajectories, Conflict Heatmaps, Speed Heatmap, Deceleration Heatmap, Turning Volume Statistics, and Traffic Signal Integration on Videos
  • Scenario Analysis: Left-turn Conflicts, Intersection Crossing Conflicts, Right-turn Conflict, Pedestrian-vehicle Conflicts, and Unsignalized Intersection Conflicts
  • Traffic Analysis Report

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