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 1.6:

• 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

Version 1.5.1:

• Bug fixes and performance improvements in drwnPCA and drwnKMeans

Version 1.5:

• Win32 threading implementation (drwnThreadPool)
• Added standard command line option for setting random seed
• Made drwnPersistentStorage thread safe (on Linux and Mac OS X)
• Added drwnAverageRegions function
• Added fast superpixel code (drwnFastSuperpixels)
• Implemented drwnPersistentRecord interface for drwnSuperpixelContainer
• Enhanced drwnSuperpixelContainer with additional member functions
• Added image inpainting routines (drwnInPaint)
• 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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