Counting the number of objects in an image based on colour

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I have several images from optical microscopes that contain features of different types of minerals. Is there a way to segment the image such the regions pertaining to a particular mineral type can be identified? An example of my image can be found here:
My image will contain several such objects. I've also inserted an example of the sort of segmentation I need to perform.
Any ideas would be helpful!

Accepted Answer

Nikhil Sonavane
Nikhil Sonavane on 27 Jan 2020
You may refer to this documentation for further details and modify the code according to your need

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