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Antonis Klironomos's Projects

amsterdam-route-planner icon amsterdam-route-planner

Full-stack web application for the visualization of road attributes and route planning in Amsterdam using area avoidance, focusing on the needs of the elderly and vulnerable people

cardproject icon cardproject

A card game currently under development in the Unity Game Engine

dropbox-simulation-local icon dropbox-simulation-local

Multi-process simulation of Dropbox synchronization between directories of the local machine with GPG encryption functionality.

exekglib icon exekglib

Python library for Executable Machine Learning Knowledge Graphs

finbe icon finbe

KYC for business clients, hyperledger, private and public blockchain solution

food-image-classification icon food-image-classification

This project was implemented for a Kaggle competition (see link in repo's details). The goal was to classify food photos by using a training set of ~30.000 images. After experimentation with different models like VGG16 and ResNet CNNs, the final decision was to use transfer learning with ResNet50 achieving 61% top-1 accuracy.

gitignore icon gitignore

A collection of useful .gitignore templates

movierama icon movierama

A pure JavaScript front-end app that uses The Movie DB's api.

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