Description:

The framework includes a wide range of standard machine learning and graphical models algorithms as well as reference implementations for common applications particularly in computer vision. It also includes Matlab wrappers for many components of the library and an experimental GUI for designing machine learning data flows.

Changes to previous version:

Version 1.7:

• Log file now shows the command line
• Utility application added for viewing multi-class segmentation legend
• Added LBP filter response features to multi-class segmentation model
• Added drwnColourHistogram class
• Added k-means segmentation method for creating superpixels
• Application visualizeSuperpixels and mex routines for loading and saving superpixels
• Improved mex parsing of Matlab objects to support more matrix types
• Bug fix in drwnOptimizer (thanks to Subarna Tripathi)
• Updated copyright notice to 2007-2014
• Other bug fixes and performance improvements

Version 1.6.1:

• Maximum size of drwnShowDebuggingImage can be set from command line
• Windows MSVC projects updated to link against OpenCV 2.4.6
• Fixes for gcc 4.7 (thanks to Sarma Tangirala)
• Bug fixes and performance improvements

Version 1.6:

• Changed vision code from OpenCV 1.x C API to OpenCV 2.x C++ API
• Added drwnHistogram class by Jason Corso
• Added separate EPSG, EPSF and EPSX parameters to drwnOptimizer and changed signature of solve function
• Added "-outUnary" option to inferPixelLabels for writing out unary potentials
• Improved Matlab mex interfaces
• Added drwnFeatureTransformFactory and improved drwnFactory class
• Added drwnLinearTransform class
• Bug fixes and performance improvements

BibTeX Entry: Download

Corresponding Paper BibTeX Entry: Download

Supported Operating Systems: Linux, Windows, Mac Os X

Data Formats: Agnostic

Tags: Machine Learning, Graphical Models, Computer Vision

Archive: download here

Comments

Honglin Yu (on May 10, 2012, 08:08:34)

I met one error when install the wxWidget by install.sh: the configure.h can not find opengl on my computer. I use ubuntu 12.04 64bit. After some google, I found it is because "apt" on my computer puts "mesa folder" into "/usr/lib/x86_64-linux-gnu/". Then I use the following method to fix this error: 1. Open the file "wxGTK-2.8.12/configure". 2. Go to line 25062 and add "/usr/lib/x86_64-linux-gnu/" to the tail of the micro "SEARCH_LIB". 3. Then use "install.sh wxWidgets" again, and everything works fine. Hope this helps.

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