Federica Baldi's repositories
Lymphoblasts-Image-Classification
Deep learning architecture that can solve the classification problem of B-Cell lymphoblasts versus normal cells in white blood cells microscopic images (developed for the Computational Intelligence & Deep Learning course)
Bird-Images-Search-Engine
Search Engine that can recognize the species of a bird from an image uploaded by the user, proposing also similar pictures. Our own version of the PP-Index has been implemented to enable fast similarity search (developed for the Multimedia Information Retrieval and Computer Vision course)
Docker-Health-Monitoring-System
Health monitoring system for a set of Docker hosts that exposes a REST interface and which components communicate with RabbitMQ (developed for Cloud Computing course)
PageRank-Spark
Implementation of the MapReduce PageRank algorithm using the Spark framework both in Python and in Java (developed for Cloud Computing course)
SmartSauna
Telemetry system for a smart sauna, with sensors, actuators and a control application (developed for IoT course).
SoundHabit
Social application for sharing musical tastes that uses a machine learning classifier to decide the genre of the songs (developed for Data Mining and Machine Learning course)
cybuy
E-commerce application with focus on electronic products (developed for Large-Scale and Multi-Structured Databases course)
GameOn
Web application that can host a variety of multiplayer browser games (developed for Distributed Systems and Middleware Technologies course)
Lotto
Applicazione distribuita client-server che riproduce il gioco del Lotto (sviluppata per il corso di Reti Informatiche)
PageRank-Hadoop
Implementation of the MapReduce PageRank algorithm using the Hadoop framework in Java (developed for Cloud Computing course)
Quora-Question-Pairs
A solution to the Quora Question Pairs challenge leveraging NLP approaches like LSTM, Siamese Architecture and Transfer Learning (developed for the Human Language Technologies course)