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andrew-korea/README.md

Choi Jang Hyeon

Previous projects

Image Classification (Computer Vision)

  • Trained a Support Vector Machine model to classify normal and faulty contact lenses based on JPG images.

C Programming with a LiDAR (Robotics)

  • Translated hexadecimal outputs of a Panasonic LiDAR sensor into numerical distance readings with C.
  • Optimized TVM, a machine learning compiler, on an NVIDA GPU by expanding the configuration space.

Popular repositories Loading

  1. manufacturing manufacturing Public

    Detecting defects in contact lenses using data from a manufacturing process.

    Jupyter Notebook 2

  2. basic_mnist basic_mnist Public

    Jupyter Notebook

  3. webcrawler webcrawler Public

    Using Beautifulsoup

    Jupyter Notebook

  4. epidemic-simulation epidemic-simulation Public

    A simulation of SIS, SIR, and SIRS epidemic models.

    Python

  5. Undergraduate-Year-4-Project Undergraduate-Year-4-Project Public

    Optimising a machine learning compiler (Apache TVM) for heterogenous computers.

  6. time-series time-series Public

    Anomaly detection on time-series data.

    Python