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Sample stereo matching algorithm in CUDA with Pytorch

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Stereo Matching Experiment

This project is a revamp of my old stereo matching research with CUDA. In this repository in rewriten them using modern CUDA along with Pytorch to demonstrate how to Pytoh can be

Learning project of classic stereo matching algorithms. Implementation done in PyTorch, CUDA and C++.

Aproaches:

  • Winner takes all
  • Dynamic Programming
  • Semiglobal matching

Besides the references for stereo matching algorithms, it also servers as example of a PyTorch + C++ + CUDA + skbuild project.

Note: The algorithms aren't differentiable.

Installing

$ pip install .

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Sample stereo matching algorithm in CUDA with Pytorch

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