Projects

A selection of projects across machine learning systems, optimization, and developer tools. Each entry includes a short description, technical tags, and links to code, demos, or papers.

Crack Severity Detection from Mobile Infrastructure Images

Crack Severity Detection from Mobile Infrastructure Images

Developed a crack severity detection module for intelligent road and traffic situation detection using mobile infrastructure image sensors.

Computer Vision Road Safety Deep Learning
NPU-based Time-series Big-data Deep Learning Framework

NPU-based Time-series Big-data Deep Learning Framework

Contributed to an integrated software framework for NPU-based computation of time-series deep learning applications.

NPU Time-series Big Data
C-ITS Large-scale Data Processing Algorithms

C-ITS Large-scale Data Processing Algorithms

Built large-scale C-ITS data processing algorithms and implemented most of the module code (29 out of 35).

C-ITS Data Processing Algorithm Development
Pedestrian Safety Risk Evaluation Framework

Pedestrian Safety Risk Evaluation Framework

A deep learning framework that evaluates pedestrian potential risk at non-signalized intersections using predicted surrogate safety metrics.

Trajectory Prediction Transportation Safety Surrogate Safety