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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.

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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。

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