About Me

Born and grew up in Taichung. Move to Tainan for college, and now in Taipei for graduate school. My research topic is about applying Machine Learning and Deep Learning in Synthetic Aperture Radar. My mentor is Prof.Ya-Lun Tsai.

Cat Guy

I love fat cat

College Project

Building detection using Deep Learning(AutoEncoder&Resnet) Self-attention layer network predicting bike sharing

Researching Topic

Ship and offshore windfarm detection in SAR using DL&ML

Future Plan

Improve my ability

My Skills

Self-rating my current ability. Rating date: 2021/09/18. Four crucial abilities to my research topic as below.

  • SAR Basic Theory

  • SAR Processing Experience

  • ML & DL Familiarity

  • Paper Reading

My Article

Research articles & project reports. Even some of my personal diary may be uploaded here.  Read More »

01Project

Building detection using Deep Learning

Autoencoder network gain over 80% accuracy in testing set (2800+ images)

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02Project

Self-attention layer network for bike sharing prediction

Outperform LSTM/TCN/GRU in London dataset, and some other research about adding neighbor station data.

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03Record

NCTU Application Record

Having a nice talk with Professors in NCTU Civil Engineering.

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04Record

NTU Application Record

Having a nice talk with Professors in NTU Civil Engineering.

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