Faster way to loop through every pixel of an image in Python?

Question

I need to loop through each pixel of a 2560x2160 2D numpy array (image). A simplified version of my problem is as follows:

import time
import numpy as np

t          


        

Answer 1

Use a boolean matrix:

x, y = (image > limit).nonzero()
vals = image[x, y]