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        "description": "[![image](https://zenodo.org/badge/DOI/10.5281/zenodo.1043971.svg)](https://doi.org/10.5281/zenodo.1043971)\n\n[![image](https://travis-ci.org/scivision/pyoptflow.svg?branch=master)](https://travis-ci.org/scivision/pyoptflow)\n[![image](https://coveralls.io/repos/github/scivision/pyoptflow/badge.svg?branch=master)](https://coveralls.io/github/scivision/pyoptflow?branch=master)\n[![image](https://ci.appveyor.com/api/projects/status/9iv32q84vd3gbdde?svg=true)](https://ci.appveyor.com/project/scivision/pyoptflow)\n[![Maintainability](https://api.codeclimate.com/v1/badges/b7a550fa1d50af8491d3/maintainability)](https://codeclimate.com/github/scivision/pyoptflow/maintainability)\n[![Python versions (PyPI)](https://img.shields.io/pypi/pyversions/pyoptflow.svg)](https://pypi.python.org/pypi/pyoptflow)\n[![PyPi Download stats](http://pepy.tech/badge/pyoptflow)](http://pepy.tech/project/pyoptflow)\n\n# Optical Flow: Horn-Schunck\n\nPython implementation of optical flow estimation using only the Scipy stack for:\n\n* Horn Schunck\n\nLucas-Kanade is also possible in the future, let us know if you're interested in Lucas Kanade.\n\n## Install\n\n```sh\npython -m pip install -e .\n```\n\noptionally, to run self-tests:\n\n```sh\npython -m pip install -e .[tests]\n\npytest -v\n```\n\n## Examples\n\nThe program scripts expect `directory` `glob pattern`\n\n[imageio](https://imageio.github.io/) loads a wide varity of images *and* video.\n\n### Box\n\n    python HornSchunck.py data/box box*.bmp\n\n### Office\n\nall time steps:\n\n    python HornSchunck.py data/office office*.bmp\n\nor just the first 2 time steps:\n\n    python HornSchunck.py data/office office.[0-2].bmp\n\n### Rubic\n\n    python HornSchunck.py data/rubic rubic*.bmp\n\n### Sphere\n\n    python HornSchunck.py data/sphere sphere*.bmp\n\n## Compare: Matlab Computer Vision toolbox\n\nIn `Matlab` directory, similar method in Octave and a comparison plot using Matlab Computer Vision toolbox.\n\n## Reference\n\n[Inspiration](https://github.com/ablarry91/Optical-Flow-LucasKanade-HornSchunck/)",
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