Image segmentation using python

This repository contains functions used in a simple image segmentation/ object detection project.

0. Problem statement:

The aim is to segment various objects in an image. It is a pixel-wise classification problem, glassify the pixels into two groups: 1. Background and 2. objects/forgrounds. This project starts step by step from the followinf original image ro reach the segmented image:

1. Image denoising:

2. Objects' edges:

3. Distance map of image:

4. Finding features and marking them in the map:

5. Labeling features:

6. Segmentation: