2017 CS+X Class Project

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.
   <-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.
   
   

UtilizationDataLog 💻 🔥 📈

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

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!