Django based web application that can be deployed as a Docker container used to analyze the data of an Instagram account.

YOLOv8 object detection, tracking, image segmentation and pose estimation app using Ultralytics API (for detection, segmentation and pose estimation), as well as DeepSORT (for tracking) in Python. …

Fire alarm system that detects fire in a camera stream and sends alerts as notifications to the phones of the users that subscribed to this alerting service and are at most 2 km away from the fire.

Android application used for organizing, sorting and localizing of pictures of landmarks, as well as identifying similar images to the photos made by the user

Chat app that uses Django for the backend component, together with PostgreSQL for user credential storage and Elasticsearch for message logging

Because of the COVID-19 pandemic of 2020, more and more people are concerned with protecting themselves using masks, thus the need of software capable of monitoring whether the people are wearing m…

Because of the COVID-19 pandemic of 2020, more and more people are concerned with protecting themselves using masks, thus the need of software capable of monitoring whether the people are wearing m…

YOLOv4 detection on COCO dataset using OpenCV DNN module, compiled with CUDA.

This script is used for breaching Diffie-Hellman key exchange using stochastic hill climbing with random restarts. The algorithm actually tries to solve the NP-Complete problem (for small enough pa…

These are the solutions to the programming exercises from the Deep Learning specialization from Coursera

The goal of this project is to build a scalable MPI program that can apply multiple filters (smooth, blur, sharpen, mean, emboss) on images with .pnm or .pgm format.

Emotion detector capable of identifying 7 of the most important human emotions: angriness, disgust, fear, happiness, neutral, sadness, surprise. This application is based on the 68 facial landmarks…

Desktop C# application for a clinic

YOLOv4 Video and Image Detection for 80 types of objects using OpenCV and tf2_yolov4 module in Python.

Trigger word detection application using Keras, which triggers an action whenever you say the trigger word "Activate". The action in this case is producing a "chiming" sound.

Text generation using a character-based RNN with LSTM cells. We will work with a dataset of Shakespeare's writing from Andrej Karpathy's The Unreasonable Effectiveness of Recurrent Neural Networks.…

These are the solutions to the programming assigments from Andrew Ng's "Machine Learning" course from Coursera

Simple movie recommender built in GNU Octave, which creates a database of user ratings (100,000 ratings applied to 9,000 movies by 600 users), receives movie ratings from a new user(from 1 to 5, wi…

Simple Load Balancer proxy service

Spam classifier using support vector machine (LIBSVM)

The "Log in Application" is a PyQt-based application which allows the user to choose and log in a social media network (Facebook, Twitter or Instagram), by providing the username or email and passw…

The Game of Life, also known simply as Life, is a cellular automaton devised by the British mathematician John Horton Conway in 1970. The game is a zero-player game, meaning that its evolution is d…