Machine Learning Project

Taiwan Traffic Light Detection & Tracking

Training & Testing dashboard

Project overview & demo page

Deep learning project aim to detect and distinguish different traffic light signals in Taiwan.

YOLOv5 in PyTorch is used in this project for object detection.

DeepSORT (Simple Online Realtime Tracking) is used to reinforce the model's object tracking stability, forming a two-stage-tracker.

Click here to have a try ~

Some functionality might be unavailable temporarily due to limited computing resources. 😅

Refresh the page if you encounter any problem due to cold start.

Mobile Apps

Break Scene

Break Scene is a light weight Bboying Magazine, sharing news and insight of the Bboy culture. In the near future we will continue to explore new ways to develop the culture.

Next Map

Next Map shows you all the fun places around you according real time data and user ratings from different platforms, such as Google reviews, Instagram and Tripadvisor.

Photo Tinter

Simpily tap the place you wanna tint with the color you want on your photo, very straightforward and easy tool to express your creativity.

Artworks

Some of the artworks I used in the 2015 ManFa project.