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jayenliao/README.md

廖傑恩 Jay Chiehen Liao

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  1. DL-object-detection DL-object-detection Public

    This is assignment 6 of Deep Learning, a course at Institute of Data Science, National Cheng Kung University. This project aims to utilize deep learning techniques to perform object detection. We i…

    Python 1

  2. Optimization-DE-PSO-FA Optimization-DE-PSO-FA Public

    This project aimed to implement three well-known meta-heuristic algorithms: differential evolution (DE), particle swarm optimization (PSO), and firefly algorithm (FA). We set up the numerical exper…

    Python 1

  3. DL-AOI DL-AOI Public

    This is assignment 5 of Deep Learning, a course at Institute of Data Science, National Cheng Kung University. This project aims to utilize deep learning techniques to perform defect classification …

    Python

  4. Kaohsiung-Vote-2018-2020 Kaohsiung-Vote-2018-2020 Public

    This is a final project presentation for Data Management, a course in National Cheng Kung University, Taiwan. In brief, we analyzed three votes in Kaohsiung in 2018-2020.

    HTML

  5. DL-semantic-segmentation DL-semantic-segmentation Public

    This is assignment 7 of Deep Learning, National Cheng Kung University. This project demonstrates the work of participating in Woodscape Semantic Segmentation Challenge 2021, a competition on CodaLa…

    Jupyter Notebook 1 1

  6. DL-ESUN-public DL-ESUN-public Public

    此為Deep Learning期末專題公開版(因競賽資料不可公開)。本組參加「TBrain AI實戰吧」競賽平上的「玉山人工智慧挑戰賽2021夏季賽」,進行中文手寫影像辨識的任務,並將訓練好的模型部署在RESTful API Server上。比賽目標是預測包含一個文字的影響資料判別,目標類別共801類,分別為800字與1類isnull。

    Python