Francesco Amato's repositories
credit-risk-analysis
The aim is to understand which are the key factors for a certain level of credit risk to occur. In addition, some ML models capable to predict the credit risk level for a company in an year - given past years data - have been built and compared.
food-recommender
A web app, whose purpose is suggesting new recipes to logged users.
KNN-OpenMPI
An Open MPI implementation of the well known K-Nearest Neighbors (Machine Learning) classifier.
organic-fertilizers-detection
Detection of organic fertilizers (manure) application on crop fields leveraging satellite data and Machine Learning.
Autonomous-Car-Drive
This repository is related to an autonomous car drive project.
ee-satellites
A (Python) library for simplifying and accellerating satellite data acquisition
Ornamental-value-estimation
This project is related to a No-SQL database, whose data are referred to autoctone botanic species. The final goal is creating a function that performs the estimation of the ornamental value, given the specific characteristics of a single species.
automated-speedtest
An automated speed testing system for real-time evaluation of network performances.
Cinema-managing-system
This repository is related to a cinema managing system project. This system makes possible managing projections, rooms, discounts and coupons (by an authenticated admin) and reserving seats for a specific projection (by a general user).
Covid-19_New-cases-prediction
Covid-19 fourth wave it's close in Italy, but how we can know when the situation starts to be critical? We want to predict the new cases future trend, with a good model, knowing what happened in previous days.
speech_to_dialogue
This streamlit web-app has been developed in order to obtain starting from a recorded audio-track the correspondent dialogue.
Steganography
A java application in order to apply steganography to images, using threads.
Amatofrancesco99
My personal repository, with more info on me.
Calculate-Factorial
This project has the aim to solve the factorial of a number
Face-Detection
This software is designed to apply artificial intelligence to a real specific application (face-detection)
Gas_consumption-prediction
Starting from a dataset, which concerns two years gas consumption trend in Italy in function of two parameters (day of the year, day of the week), we want to identify the model which represents our data in the better way. Afterwards, we created a function that predicts the gas consumption value, using the best identified model, once you insert a tuple composed by the two parameters mentioned before.
Image-compression-and-subjective-quality-assessment
The aim is to apply a degradation algorithm on 10 images (JPEG compression), ask some users their personal opinion on the quality of that impaired images and perform some statistics on obtained data.
image_quality_assessment
This is the website for a group -project aimed at assessing the quality of images using the subjective (rating-based) approach.
mdns-security
A project with the aim to simulate (and try to prevent/mitigate) a DoS attack on a target server, relying on the mDNS protocol.
Selector-Guide
The aim of this application is to direct a customer, by one employee which works in the sales department of the company, to the product (products) that reflects (reflect) better the technical features he requests.
Solving-Second-Degree-Polynomial-Equations
We all had to solve a second-degree equation at least once, but maybe it would be more convenient to have something that does it automatically...
Titanic-Classifier
A binary classifier, using logistic regression, to predict whether a person, given its information, would have survived to the Titanic’s disaster.
url_change_detector
This streamlit web-app has been developed in order to notify an user, once a specified URL content has been updated.