Spectral Python (SPy) is a python package for reading, viewing, manipulating, and classifying hyperspectral image (HSI) data. SPy includes functions for clustering, dimensionality reduction, supervised classification, and more.

Project Samples

Hypercube view RGB view of HSI cube with class overlay N-Dimensional visualization Resampled spectrum from the ASTER spectral library

Project Activity

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Categories

Data Visualization, Earth Sciences, Machine Learning, Image Processing

License

GNU General Public License version 2.0 (GPLv2)

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  • tomfitzrugger Posted 2013-07-12
    5 out of 5 stars
    Excellent work. I appreciate the effort to provide such a full featured module. I love the seamless connection to learning modules like SKLEARN through use of standard data formats.
  • williamdanis Posted 2013-06-18
    5 out of 5 stars
    Spectralpython works fine.
  • oid-3963769 Posted 2012-09-02
    5 out of 5 stars
    Your work is überly appreciated. I hope you continue to develop it. The ability to save hypercubes in ENVI standard format would make this a complete package and give me (and a lot of other people) a good reason to move their work to Python. Thanks again!
  • johnnnybravo Posted 2012-03-21
    5 out of 5 stars
    Good work:)
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Additional Project Details

Languages

English

Intended Audience

Developers, Science/Research

User Interface

Command-line, Console/Terminal, wxWidgets

Programming Language

Python

Related Categories

Python Data Visualization Software, Python Earth Sciences Software, Python Machine Learning Software, Python Image Processing Software

Registered

2001-11-11
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