How to build and execute

Clone repo

git clone https://github.com/lalatgithub/image-segmentation-using-scikit-image.git

Switch to project dir

cd image-segmentation-using-scikit-image

Create virtual env

python -m venv .venv

Activate virtual env

source .venv/bin/activate

Install dependencies

pip install -r requirements.txt

Run project

Once the packages are installed. Run spyder IDE by running this from the same directory

spyder

Now hit the RUN button from the top toolbar in Spyder IDE and see the magic on right side of your IDE

What is this all about?

Segment an Image by Labeling image regions

This example shows how to segment an image with image labelling. The following steps are applied:

1. Thresholding with automatic Otsu method
2. Close small holes with binary closing
3. Remove artifacts touching image border
4. Measure image regions to filter small objects