Hi-Drive Topical Webinar #1 – AI Machine Learning in vehicle automation: highlights from Hi-Drive outcomes

As a lead-up to the Hi-Drive Final Event on 25th November in Brussels, a series of topical webinars will be launched to showcase key research and innovations from the project.

Join for the first FREE Hi-Drive Topical Webinar on exploring how Artificial Intelligence is transforming driving automation:

👉 CLICK HERE to access the MS-Teams Webinar

This session will present key research outcomes from the Hi-Drive project, focusing on Technological Enablers (Tech Enablers) – integrated hardware and software modules that enhance Automated Driving Functions (ADFs). By addressing challenges across perception, decision-making, and actuation, these enablers aim to reduce ODD fragmentation and ensure seamless continuity in automated driving.

AGENDA

Technology Enablers for Vehicle Automation

Machine Learning for Perception

– LiDAR Landmark-Based Object Detection – Enhancing object localization using reference points.
– Highway Driving Scenario Recognition – Real-time classification of highway scenes.
– Pedestrian Intention Prediction – Predictive algorithms to anticipate pedestrian actions.

Machine Learning for Driver Monitoring

– Driver Distraction Detection – Classifying states of driver inattention.
– Driver Readiness Monitoring – Assessing whether a driver is prepared to resume control.

Machine Learning for Decision Making 

– Trajectory Planning for On-Ramp Merging – Generating trajectories in highway merging scenarios.
– Autonomous Parking Agent – A Reinforcement Learning solution for fully automated parking maneuvers.

Data Annotation for Machine Learning 

– Data Annotation Tool Demonstration – Showcasing efficient generation of labeled datasets.

Finally, WHY attend?
Discover cutting-edge AI applications in automated driving, learn how Tech Enablers improve continuity and reduce ODD fragmentation. Gain true insights into real-world implementation and performance and last but not least, have the opportunity to interact in a live Q&A session with industry experts!

We look forward to your participation!

#HiDrive #AutomatedDriving #Webinar #MachineLearning #AI #MobilityInnnovation