README - Georgia Tech Smoothing and Mapping library --------------------------------------------------- What is GTSAM ? GTSAM is a library of C++ classes that implement smoothing and mapping (SAM) in robotics and vision, using factor graphs and Bayes networks as the underlying computing paradigm rather than sparse matrices. A set of MATLAB mex wrappers is also included. GTSAM is not (yet) open source: See COPYING & LICENSE Please see USAGE for an example on how to use GTSAM. The code is organized according to the following directory structure: 3rdparty local copies of third party libraries - Eigen3 and CCOLAMD base provides some base Math and data structures, as well as test-related utilities geometry points, poses, tensors, etc inference core graphical model inference such as factor graphs, junction trees, Bayes nets, Bayes trees linear inference specialized to Gaussian linear case, GaussianFactorGraph etc... nonlinear non-linear factor graphs and non-linear optimization slam SLAM and visual SLAM application code This library contains unchanged copies of two third party libraries, with documentation of licensing in LICENSE and as follows: - CCOLAMD 2.73: Tim Davis' constrained column approximate minimum degree ordering library - http://www.cise.ufl.edu/research/sparse - Licenced under LGPL v2.1, provided in gtsam/3rdparty/CCOLAMD/Doc/lesser.txt - Eigen 3.0.1: General C++ matrix and linear algebra library - Licenced under LGPL v3, provided in gtsam/3rdparty/Eigen/COPYING.LGPL All of the above contain code and tests, and build local shared libraries that are then bundled in a top-level shared library libgtsam.la. After this is built, you can also run the more involved tests, which test the entire library: tests more involved tests that depend on slam examples Demo applications as a tutorial for using gtsam Finally, there are some local libraries built needed in the rest of the code: CppUnitLite unit test library m4 local M4 macros Important Installation Notes Specific to GTSAM ---------------------------------------------- 1) GTSAM requires the following libraries to be installed on your system: - BOOST version 1.40 or greater (install through Linux repositories or MacPorts) 2) GTSAM makes extensive use of debug assertions, even for checking input of the functions you will call. These assertions are disabled when NDEBUG is defined. Thus, we strongly recommend compiling GTSAM and your own code without this symbol during debugging. After debugging, GTSAM will run much faster when compiled with NDEBUG defined, so that debug checks are disabled. Another useful debugging symbol is _GLIBCXX_DEBUG, which enables debug checks and safe containers in the standard C++ library and makes problems much easier to find. NOTE: The native Snow Leopard g++ compiler/library contains a bug that makes it impossible to use _GLIBCXX_DEBUG. MacPorts g++ compilers do work with it though. 3) Putting the above together, here are some sample ./configure commands for compiling gtsam: For Debugging (native Snow Leopard g++ compiler): ./configure CXXFLAGS="-fno-inline -g -Wall" \ LDFLAGS="-fno-inline -g -Wall" For Debugging (Linux or MacPorts g++ compilers): ./configure CXXFLAGS="-fno-inline -g -Wall -D_GLIBCXX_DEBUG" \ LDFLAGS="-fno-inline -g -Wall" For Performance: ./configure CXXFLAGS="-DNDEBUG -O3" LDFLAGS="-O3" After that (this would be for an in-source build, see next for out-of-source): $ make $ make check (optional, runs unit tests) $ make install Out-of-source build: -------------------- The above will put object files and executables in the source directories. If you like, it is very easy to configure the libraries to put all these in a parallel build tree so they do not clutter the source tree. To do this, instead of running configure in the gtsam directory itself, run it in sub-directory of choice, e.g., starting out in the main GTSAM folder: $] mkdir build $] cd build $] ../configure ..... (command as above) $] make install Built-in Unit Tests: -------------------- There is one more optional step in which you can invoke the unit tests included in the gtsam libraries. $] make check By verifying all the test results are positive, you can make sure that the functionalities of the GTSAM libraries are correct.