from segmentaion import Segmentation
from matplotlib import pyplot as plt
from skimage import io
import numpy as np
from skimage.feature import greycomatrix, greycoprops
from skimage import data
from skimage.color import rgb2gray
# you can make a loop to handling all images at once
preprocessing = Preprocessing()
preprocessing.preproces('F:\\intern\\braintumor\\Cl\\ab5.jpg')
preprocessing.binarization()
preprocessing.removingSkul()
preprocessing.enhanceImage()
preprocessing.segmentation()
image = preprocessing.getInfectedRegion()
# read and show image
im = io.imread('F:\\intern\\braintumor\\tmp\\tumourImage.jpg')
plt.imshow(im, 'gray')
plt.show()
# Extract GLCM Texture Features
