https://github.com/tomrunia/opticalflow_visualization

Python optical flow visualization following Baker et al. (ICCV 2007) as used by the MPI-Sintel challenge
https://github.com/tomrunia/opticalflow_visualization

iccv motion opencv optical-flow python vision visualization

Last synced: 5 days ago
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Python optical flow visualization following Baker et al. (ICCV 2007) as used by the MPI-Sintel challenge

• Host: GitHub
• URL: https://github.com/tomrunia/opticalflow_visualization
• Owner: tomrunia
• License: mit
• Created: 2018-08-03T09:27:00.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2020-11-05T00:07:45.000Z (about 4 years ago)
• Last Synced: 2025-01-27T09:03:07.199Z (5 days ago)
• Topics: iccv, motion, opencv, optical-flow, python, vision, visualization
• Language: Python
• Size: 413 KB
• Stars: 429
• Watchers: 10
• Forks: 57
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.txt

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README

        
# Optical Flow Visualization

Python port of the optical flow visualization: [people.csail.mit.edu/celiu/OpticalFlow/](https://people.csail.mit.edu/celiu/OpticalFlow/).

This implementation is based on the color wheel presented in:

```

S. Baker, D. Scharstein, J. Lewis, S. Roth, M. J. Black, and R. Szeliski.

A database and evaluation methodology for optical flow.

In Proc. IEEE International Conference on Computer Vision (ICCV), 2007.

```

## Installation

    pip install flow_vis

## Usage

    import flow_vis

    flow_color = flow_vis.flow_to_color(flow_uv, convert_to_bgr=False)

## Examples visualizations

Example visualization from the MPI Sintel Dataset:

![MPI Sintel 01](./example/data/mpi-sintel-01.png)

![MPI Sintel 02](./example/data/mpi-sintel-03.png)

![MPI Sintel 03](./example/data/mpi-sintel-02.png)

## Acknowledgements

I would like to thank [Susana Bouchardet](https://github.com/sbouchardet) for preparing the repository for PyPi.