/map_segmentation

Color Identification + using Open-cv & K-means clustering, segmenting an unlabeled territory map by color.

Primary LanguageJupyter Notebook

Color Identification/Territory Map Segmenation

  • Creative Space: Using Open-cv & K-means clustering, segmenting an unlabeled territory map by color.

Author: Ramsis Hammadi

As an IOT/Computer Visions Intern at the Graduate Rotational Internship program (GRIP) by The Sparks Foundation (TSF), the second task is to implement a color detector which identifies all the colors in an image/video.

For more learning purposes, I've utilized this feature in segmenting unlabeled territory maps by color and recognizing each part.

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Dependencies

  • Scikit learn
  • Open-cv
  • Numpy
  • skimage

    Using the K-means unsurpvised approach to create clusters from common colors and identify them.

    Open-cv for Image Processing

    Numpy for arithmetic operations on arrays in order to aggregate results.