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 1.8:

• Added Superpixel Graph Label Transfer (nnGraph) Project project
• Added Python scripts for automating some projects
• Added ability to pre-process features on-the-fly with one drwnFeatureTransform when applying or learning another drwnFeatureTransform
• Fixed race condition in Windows threading (thanks to Edison Guo)
• Switched Windows and Linux to build against OpenCV 2.4.9
• Changed drwnMAPInference::inference to return upper and lower energy bounds
• Added pruneRounds function to drwnBoostedClassifier
• Added drwnSLICSuperpixels function
• Added drwnIndexQueue class
• mexLearnClassifier and mexAnalyseClassifier now support integer label types
• Bug fix in mexSaveSuperpixels to support single channel

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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