Description:

The framework includes a wide range of standard machine learning and graphical models algorithms as well as reference implementations for common applications. It also includes Matlab wrappers for many components of the library.

Changes to previous version:

0.9:

• thread safety on image cache
• image pyramid cache
• improvements to multi-class segmentation pipeline
• changes to persistent records; persistent record manager and buffer
• bug fixes and performance enhancements

0.8.1:

• fixed loading empty matrix bug

0.8:

• dynamic libraries on Mac OS X
• classifier meta-parameter cross-validator
• image cache
• row and column pixel features for image labeling
• Meshi and Globerson's ADMM inference code (ECML 2011)

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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