Artificial intelligence is revolutionizing the way bicycles perceive their surroundings. With the help of innovative technology, smart bicycles can now analyze their environment, making cycling safer and more efficient than ever before. Salzburg Research is at the forefront of this groundbreaking development, training AI to enable bikes to assess cycle paths, evaluate overtaking maneuvers, detect collisions, and implement warning systems for a secure cycling experience.
The quality of bike paths plays a vital role in promoting bike-friendly cities and encouraging climate-neutral commuting. To address this, Salzburg Research is utilizing advanced sensor technology mounted on a specialized research bike, the Holoscene Edge. Equipped with GPS, cameras, and five LiDAR sensors, this sensor bike captures a 360-degree view of the surroundings in high-resolution 3D point clouds. These point clouds are then analyzed using AI algorithms to classify different elements such as streets, vegetation, or buildings.
By analyzing the data collected from the sensor bike, researchers can assess the condition of cycle paths, optimize maintenance efforts, and enhance safety measures for cyclists. The technology also enables the monitoring of traffic situations, such as overtaking processes, collision detection, and warning concepts. This innovative approach not only ensures the safety of cyclists but also contributes to the development of sustainable and efficient mobility solutions.
Salzburg Research’s Mobility and Transport Analytics group is dedicated to promoting active mobility through data-driven technologies that support safe and efficient cycling. By leveraging smart sensor technology and artificial intelligence, the research institute aims to improve the quality of bicycle infrastructure, prioritize maintenance tasks, and enhance overall cycling experience.
Overall, the integration of AI-powered sensor technology into smart bicycles represents a significant step forward in revolutionizing urban mobility and promoting sustainable transportation solutions. With a focus on safety, efficiency, and environmental responsibility, Salzburg Research is paving the way for a more bike-friendly future.
