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2017 CS+X Class Project

gitbook Open Source Love MIT Licence CS+X Badge

About this github project

-- Hi, I am kbjiyu --

2017 NTU-CSX-Project

  • YOLO Video-tagging project.
  • Titanic Prediction with MLP model.
  • UtilizationDataLog Anlysis with EDA and LSTM.
  • AD_final懷韻Rap! Rap Rhyme foot producer.

YOLO 🍎 🐶 🚶‍♂️

  1. you only look once video-tagging project.
  2. Object detected with darkflow deep-learning net.
  3. Video processing with opencv, tagging and exporting.
    YOLO Demo Video <-video link:heartpulse:

Titanic ⛵ 🙀 🌹

  1. Deep learning framework practice with Pytorch and Keras.
  2. Deep learning studies with MNIST, Cifar-10 and IMDb datasets, building CNN, MLP.
  3. Building MLP model to predict survival prediction of Titanic datasets.
    Titanic Dataset Training History

UtilizationDataLog 💻 🔥 📈

  1. Data visualization with Plotly.
  2. Resample data with different timeframe.
  3. Prediction with time-series tag and LSTM.
    Data Timeline Preview

AD_final-懷韻Rap!

  1. Use Pypinin to conv words to pinin.
  2. Words database from 教育部.
  3. Be a raper!Lets Rap!
    Rap!

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Hi, I am kbjiyu

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  • Python 76.7%
  • OpenEdge ABL 12.4%
  • Jupyter Notebook 5.4%
  • Tcl 2.4%
  • HTML 1.2%
  • C 0.9%
  • Other 1.0%