Andrea Sonnellini's repositories
Anatomical-stages-radiography-detection
This repository hosts the code of a Web App that detects anatomical sections in radiographies using YOLO v.4. We developed the whole stack of the application, from the front to the backend.
Application-with-NodeRed
This repository hosts the documentation that I produced for a simple App built on the Snap4City Platform using NodeRed
AWS-How-to-Guide
This repository collects the documentation I produced while working on AWS Environment
AWS_MNIST
MNIST Web Application
Classification-of-noisy-MNIST-dataset
This repository reports the analysis that I performed to classify images from a noisy version of the MNIST dataset. I used various approaches including SVM and CNN.
Create-Dynamic-SQL-View-with-Python
This repository hosts a python script which dumps on a csv file the content of a DB View, enforcing also a trigger-like behavior that refreshes the DB View when it is outdated.
darknet
YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )
Docker-Image-YOLO-V4-for-AWS
This repository shows how to create a Docker image having YOLO V4 that can run on an AWS Px EC2.
Download-Lyrics-And-Translate-Python-AWS
LyricsDotCom is a library in Python to download songs lyrics from the website www.lyrics.com and translate them using AWS translate service.
Statistical-Analysis-with-R-Regression-and-Decision-Trees
This repository includes the Statistical Analysis I did for 2 small datasets, the first referring to the effectiveness of a medical treatment, the second referring to how certain flavours (e.g. Acid, Bitter, Sweet) affects people's appreciation of food
dsti-2020-fall-1-ml-pipeline
WORK IN PROGRESS. As part of the Hadoop class @DSTI, I implemented a ML Automated pipeline made of microservices. Credits to Xavier Hermand for having given us the "skeleton" structure.
fastai_course22
The fast.ai course notebooks
Forecasting-of-electric-consumption
This repository hosts the analysis I performed to forecast the energy consumption of a building for the next day, based on previous observations.
Hadoop-How-To
This repository collects the documentation I produced while practicing on Hadoop.
Metaheuristics
Metaheuristics end of class assignment - DSTI S20 cohort
Practicing-with-C
This repository hosts the code I produced when practicing with C.