Kostas Georgiou's Projects
Semantic Segmentation with Transformers on 3D Medical Images
Predicting the severity of car accidents from various attributes
This is an Android App created in order for me to practice the elementary aspects of android dev.
Code for the Assignments of the Statistics I Course (MATH-525) of the UTK.
A collection of benchmarking tools.
BERT-based question answering/reading comprehension methods on Rinehart Novels.
A high-level filemanager utility for cloud services. Currently only Dropbox is supported.
Simultaneous Time Series Forecasting on the global COVID-19 Daily Vaccinations
Uses Sankey Diagrams to visualize politicians that have "crossed the floor" from election to election.
Support Dark mode for Franz and Ferdi's services (Facebook messenger, Workplace, Slack, Whatsapp etc.)
A playground repo for the DSE-512 course
Part of a Docker Course.
VScode Portfolio
EESTech Challenge is a brand new competition organized by EESTEC, that has the aim to create opportunities for European students to gain knowledge in the field of EECS and develop a professional network. The technological topic of 2017-2018ths competition was Big Data. This is the code I sumbitted with my team (BFS), which consisted of 3 members in total.
Fixes wrong distances and adds geolocation to Garmin activities.
"UW-Madison GI Tract Image Segmentation" Kaggle Competition
Hybrid Girvan Newman. Code for the "A Distributed Hybrid Community Detection Methodology for Social Networks" paper.
A high-level sql command utility. Currently only MySQL is supported.
IEEEXtreme 24-Hour Competition(Hackerrank) attempts(Python). Some of our Team's (LocalHostage) attempts(in PHP) are not included in this repository.
First attempt on predicting the likes a photo will get on Instagram.
A bot that automatically sends emails to new ads posted in any desired xe.gr search url.
RNNs and LSTMs
Code for the Machine Learning Course (COSC-522) of the UTK.
A Reinforcement Learning agent that learns how to to solve maze missions in Minecraft.
Part of a Docker Course.
A Vanilla Numpy-only Convolutional Neural Network.
A Vanilla Numpy-only Feed-Forward Neural Network.
An AWS hosted Minecraft server that will only run when players are active. Players can start the server through a simple UI accessed through free Heroku server hosting.