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DtPeach3707/README.md

Hi, I'm Dmitri K.!

I am a Georgia Tech student who mainly uses Python and JavaScript. Projects of mine include:

  • A Mario Kart DS DRL Agent that uses PIL's screenshot function (Imagegrab.grab()) for inputs and a Lua Script to reward it
  • DRL Agents to play Connect 4
  • Multiple ML networks involving my two cats (GANs, CNNs, detectors)
  • Card GANs
  • Using blob detection to track the position of a magnetic pendulum
  • A Raspberry Pi ML project that uses sockets to get a computer to train a CNN to detect the angle of a servo and send it to the RPi to mimic it.
  • Various Chrome/Firefox web extensions

I wish to do more projects which involve using ML to gain insight into physical phenomena, like the magnetic pendulum project I did.

Pinned Loading

  1. MarioKartDSRL MarioKartDSRL Public

    Repository dedicated to a DRL program that plays Mario Kart DS by itself

    Python 1

  2. CardGANs CardGANs Public

    CGAN and DCGAN networks used to generate card suits

    Jupyter Notebook

  3. Blob_Detection_Magnetic_Pendulum Blob_Detection_Magnetic_Pendulum Public

    This project using blob the detection to track the trajectory of a pendulum (a magnet swinging on a string) under the influence of a configuration of magnets under its base.

    Jupyter Notebook

  4. CatDetector CatDetector Public

    Project for detecting my two cats

    Jupyter Notebook

  5. Senior_Quotes_AI Senior_Quotes_AI Public

    The files used to train the AI to generate senior quotes

    Python

  6. SeniorQuoteGeneratorWebsite SeniorQuoteGeneratorWebsite Public

    Website for AI-generated senior quotes

    JavaScript