#528 · Primary category: Computer Vision

pyflow

computer-vision dense-flow image-processing optical-flow python-optical-flow

Fast, accurate and easy to run dense optical flow with python wrapper

Project last updated:05/31/19

GitHub Stars

660

Forks

141

Contributors

2

License

MIT

Why we included this project

pyflow wraps Ce Liu's Coarse2Fine optical flow algorithm behind a small Python interface, so you can get a dense per-pixel motion field from a pair of images without compiling C++ or installing the full OpenCV stack. The wrapper was built for a CVPR 2017 paper on unsupervised learning from unlabeled video, so it has been exercised on real research problems rather than just demos. If you work with video frames and need motion between frames for things like frame interpolation or motion segmentation, it is a solid starting point. One caveat: the project has been quiet since 2019, so treat it as a focused utility rather than an actively maintained framework.

Articles for this project

No articles for this project yet.

To suggest a topic or contribute an article, contact us.

Related projects in this category