Deep Learning

Implemented Faster R-CNN for cone detection by integrating Region Proposal Network with Fast R-CNN. Achieved 37.4% higher recall rate compared to YOLOv3 on a cone-annotated dataset, demonstrating superior detection performance.

A Scalable Human-Like Guidance System for Travelers with Visual Impairment.