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Feature Detection and Description with SIFT, SURF, KAZE, BRIEF, ORB, BRISK, AKAZE and FREAK using Python and OpenCV

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Feature Detection and Description

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Overview

These Jupyters Notebooks show step by step, the process of Feature Detection and Description with SIFT, SURF, KAZE, BRIEF, ORB, BRISK, AKAZE and FREAK using Python and OpenCV.

Feature Detection with FREAK

Dependencies

  • matplotlib
  • cv2
  • numpy
  • os
  • pickle

You can install missing dependencies with pip.

Usage

  1. Install the dependencies;
  2. Run Jupyter Notebook in terminal to see the code in your browser.

Recommended Readings

License

Code released under the MIT license.

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Feature Detection and Description with SIFT, SURF, KAZE, BRIEF, ORB, BRISK, AKAZE and FREAK using Python and OpenCV

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