/hsi_toolkit

A C++ toolkit to help analyze hyperspectral and multispectral images

Primary LanguageCudaGNU General Public License v3.0GPL-3.0

README

What is this repository for?

  • The provided source code implements Principal Component Analysis(PCA) and Locally Linear Embedding(LLE) on a: CPU, GPU, and Hadoop+GPU. Refer to the writeup to obtain a deeper understanding of feature extraction and classification.

  • Locally Linear Embedding (LLE)

  • Principal Component Analysis (PCA)

  • Version

How do I get set up?

  • Summary of set up
  • Configuration
  • Dependencies
  • Database configuration
  • How to run tests
  • Deployment instructions

Contribution guidelines

Who do I talk to?

  • Repo owner or admin
  • Other community or team contact