Discover @kgeorgiev42 Open Source projects

Konstantin Georgiev (@kgeorgiev42)

kgeorgiev42

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Registered over 7 years ago
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Location 🇬🇧 United Kingdom
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DCGAN-Dog-Generator

DCGAN model for generating fake images of dogs based on the Generative Dog Images Kaggle Competition (2019).

Jupyter Notebook

Fuzzy-RB-System

Simple fuzzy rule-based logic inference system based on the Mamdani principles.

Style-AI

Implementing the Neural Style Transfer algorithm for creating artistic images and integrating it as a web service with a Flask app.

OpenFoodFacts-EDA

Data tidying, cleaning, modelling and exploration of the OpenFoodFacts dataset

Jupyter Notebook

Image-Colorization-of-Historical-Paintings

Recolorizing grayscaled historical paintings and photos with Deep Learning using an Autoencoder CNN.

Jupyter Notebook

MultiagentSystems

Multi-agent systems utility scripts.

Classification-of-Nuclear-Water-Reactor-Status

CS551G: Data Mining & Visualisation (Assessment II)

Jupyter Notebook

TensorBoard-Tutorial

How to debug your Deep Learning pipeline with TensorBoard (PyTorch tutorial)

Jupyter Notebook

Patient-Risk-Explainer

A model-agnostic tool for explaining text-based risk classification predictions for patients in Intensive Care Units.

Image-Scraping-app

Simple image scraping app made with Python 3 and the tkinter GUI.

DeepDream

Playing around with Google's DeepDream algorithm for feature visualization.

Jupyter Notebook