https://github.com/eve-ning/glcm-cupy

GLCM in CUDA
https://github.com/eve-ning/glcm-cupy

computer-vision cuda cupy feature-engineering glcm python

Last synced: 2 months ago
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GLCM in CUDA

• Host: GitHub
• URL: https://github.com/eve-ning/glcm-cupy
• Owner: Eve-ning
• License: mit
• Created: 2022-03-02T11:21:48.000Z (almost 3 years ago)
• Default Branch: master
• Last Pushed: 2024-04-08T19:04:41.000Z (9 months ago)
• Last Synced: 2024-09-15T16:12:13.278Z (3 months ago)
• Topics: computer-vision, cuda, cupy, feature-engineering, glcm, python
• Language: Python
• Homepage:
• Size: 103 MB
• Stars: 6
• Watchers: 2
• Forks: 5
• Open Issues: 7
• Metadata Files:
  • Readme: README.md
  • Contributing: .github/CONTRIBUTING.md

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# Binned GLCM Features on CuPy

Directly utilize CUDA to speed up the processing of GLCM in Python.

## 📖 Documentation

- [Read The Wiki](https://eve-ning.github.io/glcm-cupy/)

    - [Installation Guide](https://eve-ning.github.io/glcm-cupy/setup/installation.html)

    - [Get Started with GLCM](https://eve-ning.github.io/glcm-cupy/setup/glcm_usage.html)

    - [Get Started with GLCM Cross](https://eve-ning.github.io/glcm-cupy/setup/glcm_cross_usage.html)

## Contributors

- [Julio Faracco](https://github.com/jcfaracco)

    - Special Thanks for implementing [**CuPy input support!**](https://github.com/Eve-ning/glcm-cupy/pull/18)

## Acknowledgements

I extend my gratitude to the following people

| Acknowledgement | Contribution                                            |

|-----------------|---------------------------------------------------------|

| Benjamin Goh    | Motivated the project after his implementation in Numba |

| Dr. Ji-Jon Sit  | Hosted & Guided the URECA project that started this     |

| Wang Jifei      | For providing the idea for GLCM Binning                 |