How to split the image into 4 equal parts and do some processing on each part and then finally merge all the processed image parts?

Question

import cv2;
import math;
import numpy as np;
import image_slicer;
import PIL;
from PIL import Image
import time
import concurrent.futures
import image_slicer
from image_