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Programs to detect clusters in data using GMM and compressed images (Color Quantization) using k-means clustering methods, detect bone fragments in an X-ray image using Segmentation and de-noise binary images using Morphological Image Processing.

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dani-amirtharaj/ImageSegmentation-Clustering-MorphologicalProcessing

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Image Segmentation, Clustering, Morphological Image Processing

  • Each folder in this Repo has a main.py file, Images folder, Results folder and a .pdf report describing the Python program.
  • Each folder represents an individual program and has been appropriately named to identify its application.
  • Note that all programs have been written using Python and Numpy (without OpenCV or other CV libraries - with the exception of reading or writing Images).

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Programs to detect clusters in data using GMM and compressed images (Color Quantization) using k-means clustering methods, detect bone fragments in an X-ray image using Segmentation and de-noise binary images using Morphological Image Processing.

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