BIG DATA SOFTWARE SOLUTION
Our Big Data software solution provides a method for classifying maneuvers for trucks on highways. Through this analysis, our solution contributes to data collection, evaluation, and prevention to enhance road safety.
SOFTWARE DEVELOPMENT
APPROACH
Drawing from our experience in autonomous driving, where we hold expert roles, we enriched our algorithmic solution with the necessary expertise to implement an interdisciplinary result.
IMPLEMENTATION OF THE SOLUTION
The algorithm is based on a combination of a hierarchical clustering method and a Support Vector Machine, allowing for robust detection with only a few labeled data.
