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1. MAE MAE Public

   This repo reproduces key findings from Masked Autoencoders Are Scalable Vision Learners (MAE) on CIFAR-10: self-supervised pretraining improves downstream classification versus training from scratc…

   Jupyter Notebook

2. pttcrawler-bot pttcrawler-bot Public

   這個專案的目的是讓使用者能夠透過 Line Bot 查詢 PTT 指定看板上最新的文章，並獲取以下資訊：文章標題、文章連結、推文數量、發文日期。這樣的應用可以幫助對 PTT 看板有興趣的使用者，即時透過 Line Bot 查詢最新資訊，無需自己編寫爬蟲程式。

   Python

3. 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

4. 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

5. DL-image-classification DL-image-classification Public

   This is an assignment project of Deep Learning, a course at Institute of Data Science, National Cheng Kung University. This project aims to extract features from images and to construct models to p…

   Python

6. 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