Project

From Human Annotation to Automation: Leveraging VLMs for Large-Scale Complementary Datasets

Labeled image data with ordinary and complementary labels using VLMs and compared the results with human labeling. Contributed to prompt/process design and experiment data collection. Accepted at PAKDD 2025.

PythonVLMComplementary Labels

Personal Website

This very website, applying Material Design 3.

AstroTypeScript

Weather Microservices of TaipeiPASS

Honorable Mention at Taipei CodeFest 2024 Fall, now live in TaipeiPASS. Users can check radar echo and rainfall forecasts projected on digital maps.

FlutterJavaScriptPython

CSIE Challenge

A custom game made for students to write AI strategies that play the game. Contributed to game development and model design.

Python

Traffic Sign Recognition

Final Project of Introduction to Intelligent Vehicles course. Created a pipeline for how a vehicle interprets traffic signs in Taiwan.

PythonIntelligent VehiclesYOLO

YouBike Count Prediction

Final Project of the Machine Learning course. (in Mandarin)

Gradient BoostingGRU

用對抗生成神經網路實現特殊風格文字生成

High School Research Project. Experimenting with style transfer between computer fonts, handwritten fonts, and combinations of both using different models. (in Mandarin)

GAN