lorenzoagnolucci/meanshiftclustering

C++, OpenMP and CUDA implementation of Mean Shift clustering algorithm

Mean Shift clustering algorithm

Table of Contents

• About the Project
  • Built With
• Getting Started
  • Prerequisites
  • Usage

About The Project

Sequential C++ and parallel OpenMP and CUDA implementations of Mean Shift clustering algorithm.

For more information, read the paper located in the repo root.

Built With

• C++
• OpenMP
• CUDA

Getting Started

To get a local copy up and running follow these simple steps.

Prerequisites

Nvidia GPU with CUDA installed and correctly configured.

Usage

Run C++/main.cpp for the sequential and OpenMP implementation, CUDA/MeanShiftClustering.cu for the CUDA implementation.

Authors

• Lorenzo Agnolucci

Acknowledgments

Parallel Computing Project © Course held by Professor Marco Bertini - Computer Engineering Master Degree @University of Florence