Color Identification/Territory Map Segmenation

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

Author: Ramsis Hammadi

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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.

Dependencies

Scikit learn

Open-cv

Numpy

skimage

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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.