PINet Lightweight Lane Detection
An innovative approach to lane detection using Point Instance Network (PINet), clustering key points to accurately represent traffic lanes.
Projects
Crash Calculator
A robust tool for calculating crash data metrics, providing quick insights and valuable analytics.
Semantic Segmentation on Roads
Exploring semantic segmentation techniques for road scenes using advanced DNN architectures, including GCN, PSPNet, and DUC-HDC.
Kaggle: Statoil/C-CORE Iceberg Classifier Challenge
Top 5% in Kaggle’s challenge to classify icebergs and ships in satellite images with a lightweight model.
Experiences
Machine Learning Developer at Alvanon HK Ltd.
Focused on parametric model R&D and data consultancy to enhance supply chain management and demographic analysis.
Student Assistant at City University of Hong Kong
Developed educational games to teach computational thinking through gamification, enhancing K-12 learning in mathematics and computer science.