二月 2021 - Present
Supported teacher in implementing curriculum with 50+ students.
七月 2020 - 九月 2020
Lithography machines' system maintenance and debugging with C++ code.
Integrated circuit anomaly detection by PCA and CNN models for lithography machines.
九月 2019 - 六月 2020
Supported teacher in implementing curriculum with 50+ students.
2021 - 2023
2018 - 2021
2018 - 2021
2014 - 2018
Classified and marked lung cancer cells with classification and semantic segmentation models.
We leveraged the LSTM to establish the relationship between features extracted from InceptionV3 with a short video clip as input and further classified pitch types.
We enhanced the total accuracy to 68.5%, while the original CRNN model has a total accuracy of 36.4%.
Python PyTorch NumPy keras C C++ R HTML5 CSS3 JavaScript jQuery PHP PhpMyAdmin SQL Matlab Machine Learning Deep Learning Digital Image Processing Data Structures Object Oriented Programming Operating Systems Algorithms Statistics
English — 專業 Japanese — 中階 Chinese — 母語或雙語
二月 2021 - Present
Supported teacher in implementing curriculum with 50+ students.
七月 2020 - 九月 2020
Lithography machines' system maintenance and debugging with C++ code.
Integrated circuit anomaly detection by PCA and CNN models for lithography machines.
九月 2019 - 六月 2020
Supported teacher in implementing curriculum with 50+ students.
2021 - 2023
2018 - 2021
2018 - 2021
2014 - 2018
Classified and marked lung cancer cells with classification and semantic segmentation models.
We leveraged the LSTM to establish the relationship between features extracted from InceptionV3 with a short video clip as input and further classified pitch types.
We enhanced the total accuracy to 68.5%, while the original CRNN model has a total accuracy of 36.4%.
Python PyTorch NumPy keras C C++ R HTML5 CSS3 JavaScript jQuery PHP PhpMyAdmin SQL Matlab Machine Learning Deep Learning Digital Image Processing Data Structures Object Oriented Programming Operating Systems Algorithms Statistics
English — 專業 Japanese — 中階 Chinese — 母語或雙語