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  • New Taipei Taiwan

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yumihsu/README.md

Hello ! I'm Owen Xu

Introduction Contact
I'm an Artificial Intelligence engineer from Taipei,Taiwan.

Keep Trying to improve my ability about AI.

Also passionate about my major Geography, spatial data , Geographic Information System(Science) and backend develops.

I'm seeking for new opportunities .

Email : yumixu9789@gmail.com

Develop Direction

  • Deep Learning

    • Classification
    • Detection
    • Sequential Data Predict

  • GIS Application

    • Spatial analysis
    • Spatial data visualization

Latest Repositories

Tabular-Playground-Series7

  • Try to predict the data of air pollution in different ways , e.g.XGboost , Pytorch /Keras LSTM.

Mask Detection by Pytorch

  • Using Yolo to detect person who wearing the mask or not.

API - Flask

  • Try to develop and test an API by Flask
  • Deploy on the patteform ,e.g. Heroku , Azure, GCP

Line Bot

  • Quickly to design and develop a Line bot by Javascript on Google Apps Script .
  • GAS is a good method to deploy the API without lots of bug.

ML & DL learning and Study

Machine Learning 100 Days

Computer Vision Deepleaning 50 Days



Skill Stacks

Languages

Python JavaScript

Frames

  • Data / Image

  • Numpy Pandas opencv

  • ML & DL

    Keras Pytorch Tensorflow sklearn

  • API

    Flask

Database

MSSQL postgressql

Tools

Visual Studio Code Jupyter Postman powerbi qgis ESRI

Others

Git GitHub heroku Azure Line

My Github Stats

Pinned Loading

  1. DLCV50Days DLCV50Days Public

    Jupyter Notebook

  2. LINE_appilication LINE_appilication Public

    first

    JavaScript 1 1

  3. ML100Days ML100Days Public

    Jupyter Notebook

  4. flask_api flask_api Public

    Python

  5. mask_detection_pytorch mask_detection_pytorch Public

    Jupyter Notebook

  6. Tabular-Playground-Series Tabular-Playground-Series Public

    Jupyter Notebook