Road Defect Detection

Road defect detection through RGB and depth data

Data-efficient Technical Text Classification

Classifying technical road maintenance texts with many classes using very few examples

Traffic Sign Attribute and Defect Identification (Ongoing)

Identifying traffic sign attributes and defects using real world data, with a focus on data-efficiency.