- SLAM
- 國外教學課程 https://www.youtube.com/watch?v=U6vr3iNrwRA&list=PLgnQpQtFTOGQrZ4O5QzbIHgl3b1JHimN_&index=1
- Kalman Filter https://www.kalmanfilter.net/default.aspx (This website shows a clear demonstration of the Kalman filter)
- 英文撰寫：
- NodeRed
- https://nodered.org/docs/getting-started/windows (install on Windows 10)
- https://www.youtube.com/watch?v=HXXkXaZTqSg (Node-Red Dashboard Tutorial)
- QT5
- https://www.wongwonggoods.com/python/pyqt5-1/ PyQt5 程式25堂課-第一堂
- https://pythonprogramming.net/live-graphs-data-visualization-application-dash-python-tutorial/ (Live Graphs - Data Visualization GUIs with Dash and Python p.4)
- https://www.pythonguis.com/tutorials/plotting-pyqtgraph/ (Plotting with PyQtGraph)
- https://www.pythonguis.com/tutorials/multithreading-pyqt-applications-qthreadpool/ （QThread）
- Deep Learning
- Self-Learning (台大李宏毅教授教學影片）
- LSTM Practice
- https://github.com/omerbsezer/LSTM_RNN_Tutorials_with_Demo (Three Samples)
- BERT(Part-1) https://towardsdatascience.com/deconstructing-bert-distilling-6-patterns-from-100-million-parameters-b49113672f77
- BERT(Part-2)https://towardsdatascience.com/deconstructing-bert-part-2-visualizing-the-inner-workings-of-attention-60a16d86b5c1
- BERT, ELMo https://jalammar.github.io/illustrated-bert/
- Fully Convolutional Network (FCN)
- https://hackmd.io/@tarostudent99/H1m_-GI4u
- https://www.jeremyjordan.me/semantic-segmentation/
- https://theaisummer.com/receptive-field/ (Understanding the receptive field of deep convolutional networks)
- https://www.youtube.com/watch?v=Wj6arJP5b5Q (Video in Youtube)
- MongodDB
- Install in Windows https://www.mongodb.com/docs/manual/tutorial/install-mongodb-on-windows/
- Ai competition
- 2022 AI+新銳選拔賽 https://aicontest.tca.org.tw (7月）
Documents