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colors-clustering's Introduction

Hi ๐Ÿ‘‹, I'm Killian

A passionate Data Scientist

killian-mahe

  • ๐Ÿ‘จโ€๐Ÿ’ป All of my projects are available at https://github.com/killian-mahe

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colors-clustering's Issues

Build the main UI components

Build the main window with :

  • A main menu with basics actions (open, save, etc)
  • An image rendering zone with no modifications.
  • An algorithm selection button.
  • A parameter selection zone (that depends on the chosen algorithm.
  • A edited image rendering zone.

Create DBScan cluster

  • Cluster colors using three dimensions (RGB)
  • Test on multiple inter-classes distance values
  • Associate each pixel color to its center associated cluster.
  • Replace the new values in a table and redraw the image with the same size.

Create K-Means cluster

  • Cluster colors using three dimensions (RGB)
  • Test on multiple k values (8, 16, 32 and 64)
  • Associate each pixel color to its center associated cluster.
  • Replace the new values in a table and redraw the image with the same size.

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