HELLO, I'm Hsin-Yu Chang :)

Master student of NTU-CSIE in CMLab.

CMLab link


C, C++, C#, JavaScript, Python, Matlab

Tensorflow, Pytorch, Unity, OpenGL, SQL, .NET(MVC), EXPRESS

Software Engineering

Master student of Computer Science in National Taiwan University(NTU), in CMLab

Intern Experience

TrendMicro, Taipei, Taiwan- The data team. (2018.07 - 2018.08)

Mediatek, Hsinchu, Taiwan- The multimedia department. (2016.07 - 2016.08)

GEO Science, Taichung, Taiwan- the Web Development Team. (2015.07 - 2015.08)


(M.S.) National Taiwan University (NTU), Taipei,Taiwan (2017-PRESENT)

(B.S.) National Tsing Hua University, Hsinchu,Taiwan (2013-2017)


H. Chang, Y. Li, ..., and Yu-Chiang Frank Wang, “Deep Reinforcement Learning for Playing 2.5D Fighting Games”, in ICIP, 2018.

C. Huang, C. Fan, C. Hsu, H. Chang, ..., and C. Hsu, “Smart Beholder: An extensible smart lens platform,” in ACM (Multimedia’16), 2016.


Latest Products Image

Music Bassist Performer

Latest Products Image

Shopping internet auction


Portfolio Image

Deep Reinforcement Learning For Playing 2.5D Fighting Games

Training Env : OpenAI-gym-like environment for the 2.5D game- Little Fighter 2(LF2). We use Asynchronous Advantage Actor-Critic (A3C) to train the target agent

Project Members: Hsin-Yu Chang, Yu-Jhe Li, Yu-Jing Lin, Po-Wei Wu

Portfolio Image

Pokemon OP1 Cover Video

Project Members: Hsin-Yu Chang, Kin-Wa Tsoi, Cheng-Kai Chiu, 葉日豐

Portfolio Image



Project Leader: Hsin-Yu Chang

Project Members: Shawn Lee, Shao-An Chien

Designer: Tzu-Ting Fang

Portfolio Image

Teapot Adventure Story

Use the openGL shader pipeline to create a theme park.

We use minecraft as basic scene, and adopt many features. Like lighting, shadow, water effect, UI, image processing, physical system, scene path routing, local bloom, and so on, in order to create realistic theme park experience.

Project Leader: Hsin-Yu Chang

Project Menbers: Shawn Lee, Shao-An Chien

Designer: Cin Ceng

Portfolio Image

Webcam object classification

Simple object classification web app with Django and Webcam

Project Leader: Hsin-Yu Chang

Project Menbers: Shao-An Chien, Willy Lulu

Portfolio Image

Cloud Game Streaming Platform

Cloud Game Streaming Platform to Glass-free 3D Displays

Design a game streaming platform for glass-free 3D display. We build up a 3D replay system, and then extend it into a real-time streaming application in the future. This system takes the famous game: League of Legends (LoL) as research model.

Project Leader: Hui-Po Wang

Project Menbers: Fang-Yu Shih, Hsin-Yu Chang

Advisor: Cheng-Hsin Hsu

Portfolio Image

Smart Beholder: An extensible smart lens platform

Raspberry pi multi-cameras platform

Our Smart Beholder platform are useful to researchers for fast prototyping, developers for rapid development, and amateurs for hobbies. We have implemented Smart Beholder server (camera) using a popular embedded Linux platform, called Raspberry Pi.

Publication in C. Huang, C. Fan, C. Hsu, H. Chang, T. Tsai, K. Chen, and C. Hsu, “Smart Beholder: An extensible smart lens platform,” in Proc. of ACM International Conference on Multimedia (Multimedia’16), Amsterdam, The Netherlands, October 2016, OSS Paper.

Project Leader: Chun-Ying Huang, Cheng-Hsin Hsu

Project Menbers: Hsin-Yu Chang, Ching-Ling Fan

Portfolio Image


An online shopping platform combines with social networking

Goodgoods is an online shopping website which combines online shopping and soical networking. Including chat room, hang out with fiend, run into friend and so on. Use socketio and FBAPI to implement these soical features.

Project Leader: Shao-An Chien

Project Menbers: Hsin-Yu Chang

Designer: Tzu-Ting Fang