Python PIL | MedianFilter() and ModeFilter() method

PIL is the Python Imaging Library which provides the python interpreter with image editing capabilities. The ImageFilter module contains definitions for a pre-defined set of filters,
which can be used with the Image.filter() method.

PIL.ImageFilter.MedianFilter() method creates a median filter. Picks the median pixel value in a window with the given size.

Syntax: PIL.ImageFilter.MedianFilter(size=3)

Parameters:
size: The kernel size, in pixels.

Image used:

# Importing Image and ImageFilter module from PIL package
from PIL import Image, ImageFilter

# creating a image object
im1 = Image.open(r"C:\Users\sadow984\Desktop\download2.JPG")

# applying the median filter
im2 = im1.filter(ImageFilter.MedianFilter(size = 3))

im2.show()

Output:

PIL.ImageFilter.ModeFilter() method creates a mode filter. Picks the most frequent pixel value in a box with the given size. Pixel values that occur only once or twice are ignored; if no pixel value occurs more than twice, the original pixel value is preserved.

Syntax: PIL.ImageFilter.ModeFilter(size=3)

Parameters:
size: The kernel size, in pixels.

# Importing Image and ImageFilter module from PIL package
from PIL import Image, ImageFilter

# creating a image object
im1 = Image.open(r"C:\Users\sadow984\Desktop\download2.JPG")

# applying the mode filter
im2 = im1.filter(ImageFilter.ModeFilter(size = 3))

im2.show()

Output: