ASDAFI / Image-Segmentation

Image segmentation tools

Image-Segmentation

Image segmentation tool

This tool helps you to extract foreground and background from images.

             

Prerequisites

run following command to install prerequisites.

pip install -r requirements.txt

GUI Guide

Execution

Run program for your photo by following comand. (use your photo instead of images/2.jpg !)

python main.py images/2.jpg

Select foreground

you can select foreground by left click on the photo and after that, selected point will be shown by a green circle.

by doing left click again on each point, undo it.

Select background

you can select background by right click on the photo and after that, selected point will be shown by a red circle.

by doing right click again on each point, undo it.

Clear Screen

using d in your keyboard, clear all your screen from all selected points.

Segmentation

you can do your segmentation proccess by pressing c on your keyborad.

Save

you can save your file using s on your keyboard.

ReSelect

you can reselect foreground and background by pressing r in keyboard.

Developers Guide

following code shows you how to use this tool as a developer.

# import graph cut tools
import graph

# load image by graph
network = graph.Image(image)

# do cut by using some of foreground and background pixels
network.do_cut(some_foreground_pixels, some_background_pixels)

# extracting foreground and background pixels
foreground = network.get_foreground()
background = network.get_background()