A year ago I've been trying to play the LBP feature histograms extracted from regions.
Honestly, I do not remember/I have no idea how the code is but I believe there is still a lot to do with it.
An attempt to reproduce the LBP feature histograms extracted from regions in Python.
- PIL
- skimage
- cv2
- glob
- os
- matplotlib
- numpy
You can install missing dependencies with pip. And install TensorFlow via TensorFlow link.
- Install the dependencies;
- Run Jupyter Notebook in terminal to see the code in your browser.
- Ahonen, Timo, Abdenour Hadid, and Matti Pietikäinen. "Face recognition with local binary patterns." European conference on computer vision. Springer, Berlin, Heidelberg, 2004.
Code released under the MIT license.