import numpy as np
from pandas import DataFrame, Series
from skimage import io
photo = io.imread("https://upload.wikimedia.org/wikipedia/commons/thumb/9/97/Swallow-tailed_bee-eater_%28Merops_hirundineus_chrysolaimus%29.jpg/768px-Swallow-tailed_bee-eater_%28Merops_hirundineus_chrysolaimus%29.jpg")
photo = np.array(photo, dtype=np.float64) / 255 # Scale values
w, h, d = original_shape = tuple(photo.shape) # Get the current shape
image_array = np.reshape(photo, (w * h, d)) # Reshape to to 2D
pixels = DataFrame(image_array, columns=["Red", "Green", "Blue"])
|
|
Red
|
Green
|
Blue
|
|
Red
|
1.000000
|
0.85383
|
0.749801
|
|
Green
|
0.853830
|
1.00000
|
0.781750
|
|
Blue
|
0.749801
|
0.78175
|
1.000000
|