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 1.9:

• Replaced drwnInPaint class with drwnImageInPainter class and added inPaint application
• Added function to read CIFAR-10 and CIFAR-100 style datasets (see http://www.cs.utoronto.ca/~kriz/cifar.html)
• Added drwnMaskedPatchMatch, drwnBasicPatchMatch, drwnSelfPatchMatch and basicPatchMatch application
• drwnPatchMatchGraph now allows multiple matches to the same image
• Upgraded wxWidgets to 3.0.2 (problems on Mac OS X)
• Switched Mac OS X compilation to libc++ instead of libstdc++
• Added Python scripts for running experiments and regression tests
• Refactored drwnGrabCutInstance class to support both GMM and colour histogram model
• Added cacheSortIndex to drwnDecisionTree for trading-off speed versus memory usage
• Added mexLoadPatchMatchGraph for loading drwnPatchMatchGraph objects into Matlab
• Improved documentation, other 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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