Implement Watershed Algorithm using OpenCV for image segmentation.

First of all clone repository.

git clone https://github.com/ravirajsinh45/image_segmentation_using_opencv.git

change working directoy

 cd image_segmentation_using_opencv/

I'm using python 3.7.9 for this project

Install all requirements

pip install -r requirements.txt

You can also create virtual environment for this if you want.

• Open segmentation_using_watershed_algo notebook.

• Add path of any image you want to segment and run all cell of notebook.

• It will open 3 windows

  1. Image
  2. Segments
  3. segmented_boundries

• In Image window add marker by following below steps

  • click on 1 from keyoard and click on Image window which you fill is same object.
  • now click on number 2 from keyoard once again click on different object in Image window and so on.....
  • you will get output in Image window like this

• when you click like wise segmentation done in segments window and boundry creation on segmented_boundry.

• If you want to clear segmentation click C key from keyoard.

• If you want to exit click Esc key from keyoard.