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.
- matplotlib
- cv2
- numpy
- os
- pickle
You can install missing dependencies with pip.
- Install the dependencies;
- Run Jupyter Notebook in terminal to see the code in your browser.
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KRIG, Scott. Computer vision metrics: Survey, taxonomy, and analysis. Apress, 2014.
Code released under the MIT license.