/ImageSegmentation-Clustering-MorphologicalProcessing

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.

Primary LanguagePythonMIT LicenseMIT

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).