whoisraibolt / Feature-Detection-and-Description

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

Feature Detection and Description

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.

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

• KRIG, Scott. Computer vision metrics: Survey, taxonomy, and analysis. Apress, 2014.

• Keypoints and Descriptors

• Feature Detection and Matching

License

Code released under the MIT license.