README.md

Computer Vision Project

Project for the University Master Degree Course and Thesis of Computer Vision.

Development of deep learning models for 3D point cloud classification, with particular focus on Graph Neural Networks for the analysis of the geometric structure of objects.

Requirements

This project requires the following Python packages:

• torch
• torch-geometric
• matplotlib
• seaborn
• numpy
• scikit-learn
• open3d
• networkx
• tqdm

Installation

To set up the project environment, follow these steps:

1. Set up a virtual environment:

   python -m venv myenv
   source myenv/bin/activate

2. Create a requirements.txt file: Create a file named requirements.txt in the project directory and add the library requirements
3. Install required packages:

   pip install -r requirements.txt