Projects

WenTie - Wechat Mini Program

A second-hand products trade platform

Mobile Image Annotation Tool with human-in-the-loop AI

A mobile application that enables fast interactive image object annotation with algorithm Curve-GCN

User Behaviour Analysis for Cybersecurity

Sphinx is a web application for user behaviour analysis. It integrates various machine learning tools such as Catboost, PCA, GMM for real-time anomaly detection. It also supports interactive data visualization.

Kaggle - Lyft Motion Prediction for Autonomous Vehicle

Build motion prediction models for self-driving vehicles to predict other car/cyclist/pedestrian (called "agent")'s motion. Finished with bronze medal 🥉 and ranked at 93 / 935.

Toronto Public Transportation Optimization with DQN

Improving coordinated (two intersections) transit signal priority on bus travel time and schedule headway reliability with single agent deep Q-learning (DQN) approach.

Broadcast Video Feature Detection

Feature detection on broadcast video, including shot-boundary, human-face, gender detection and feature tracking.