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58 - What are Gabor filters?

Segmenting your images is an easy task if you can separate regions of interest using histogram (pixel values). But life is not that easy, most scientific images contain regions of interest that require additional information for segmentation. Gabor is a bandpass filter that can be used to extract texture, orientation and other relevant information from your images. This information can then be supplied to your favorite machine learning algorithm. This tutorial explains the basics of Gabor filter, including its implementation in Python. The code from this video is available at: https://github.com/bnsreenu/python_fo...