jhoffman / cma

Continuous Manifold-based Adaptation

Continuous Manifold-based Adaptation (cma)

Paper

Dependencies

First, move into the external folder. The following instructions show you how to download and compile relevant packages.

  cd external

• Geodesic flow kernel (GFK)
  • unsupervised adaptation method needed to run demo.
  • Download the package.

    ./get_GFK.sh
  

• Vlfeat
  • Choose either to checkout the repo

    ./checkout_vlfeat.sh
  

  OR download a static copy.

    ./get_vlfeat.sh
  

• IVT
  • Online subspace optimization algorithm.
  • Download IVT.

    ./get_ivt.sh
  

• Liblinear
  • Download liblinear.

    ./get_liblinear.sh
  

  • Compile liblinear using the following commands. Will likely need to change the MATLABDIR at the top of liblinear/matlab/Makefile to be the directory of your matlab. On Mac this is often: /Applications/MATLAB_R2013a.app

    cd liblinear
    make
    cd matlab
    make
  

Run the demo

Once the dependencies are downloaded and installed you can run a simple demo on the caltran gist features using the following command.

results = demo_caltran('gist');