gabrieleginestroni/an2dl-project-2022

AN2DL challenges held at Politecnico di Milano (a.y. 2022/2023)

Plant Classification and Time Series Classification

This repository contains two projects related to Artificial Neural Networks and Deep Learning 2022/2023 course held at Politecnico di Milano

Group members:

• Gabriele Ginestroni

• Tommaso Capacci

• Simone Giampà

Professor: Matteo Matteucci

Prerequisites

The following libraries and packages are required to run the code in this project:

• NumPy
• Pandas
• Matplotlib
• Scikit-learn
• TensorFlow
• Keras

Project 1: Plant Classification

First project consists in solving a classification problem over a set of images taken under different conditions like the following ones:

Project 2: Time Series Analysis

Second project consists in solving a classification task on time series data. Note that training set has been provided without any additional information about the nature of the process generating the data.