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Implementation of Sinkhorn algorithm to compute Wassestein barycenters between images.

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Sinkhorn Algorithm

This is a simple implementation of the Sinkhorn algorithm using c++, openmp and dlib. It was created for an academic project of the ENPC.

Build

If you don't have openmp you should install it first ! This project uses CMake. To compile it, follow the instructions:

mkdir build out images bin && cd build
cmake ..
make

Documentation

Once it is compiled, an executable will be in /bin. Several options are possible, to list them just type:

./MOPSI -h

Information on the algorithm can be found in the reference folder.

Authors

Louis Hémadou - student at the École Nationale des Ponts et Chaussées

Louis Lesueur - student at the École Nationale des Ponts et Chaussées

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Implementation of Sinkhorn algorithm to compute Wassestein barycenters between images.

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