This repository contains the two homeworks developed in the A.Y. 2020-2021 for the Machine Learning course @ Sapienza University of Rome.
In this homework, I provided a solution for the binary functions classification problem described in the seminar "Machine Learning and Security Research", using the data sets available in the links below.
Final score: 2/2
In this homework, I provided a solution based on Convolutional Neural Networks for an image classification problem with objects typically available in a home environment. The dataset contains 8221 samples and it's based on a 8 classes subset of the RoboCup@Home-Objects dataset.
Final score: 2/2