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Annelsm613/Modified-K-Means-for-Image-Segmentation-with-SLIC-superpixels

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Classifier.py

Classifier.py

 
 

Classifier.pyc

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ImageProcessor.py

ImageProcessor.py

 
 

ImageProcessor.pyc

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README

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Segmenter.py

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Segmenter.pyc

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TestKMeans.py

TestKMeans.py

 
 

TestSegmenter.py

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lenaSegmentedK300.tif

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main.py

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Implementation of the SLIC algorithm for image segmentation.
Using this paper: http://www.kev-smith.com/papers/SLIC_Superpixels.pdf

I haven't implemented enforced connectivity, if I had more time it could be interesting.

Knowledge acquired:
	K-Means

Knowledge consolidated:
	Numpy

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  • Python 100.0%