how to segment music notes in a staffline?

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I would like to segment the notes and rest inside a staffline before feeding the segmented images to a image classifier to classify what kind of note it is. I already know how to remove the staff lines of the image but the segmentation part is tricky to me.
here is a sample image that i would like to segment.
line.png

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Image Analyst
Image Analyst 2019-1-12

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R2018a

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