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- https://www.linkedin.com/in/jc-liao/
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DL-object-detection
DL-object-detection PublicThis 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
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Optimization-DE-PSO-FA
Optimization-DE-PSO-FA PublicThis 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
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DL-AOI
DL-AOI PublicThis 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
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Kaohsiung-Vote-2018-2020
Kaohsiung-Vote-2018-2020 PublicThis 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
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DL-semantic-segmentation
DL-semantic-segmentation PublicThis 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…
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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
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