[Solved] What will be the output shape of the following code snippet? import numpy as np from scipy.ndimage import sobel image = np.zeros((5,5)) edges = sobel(image, axis=0) print(edges.shape) | SciPy

SciPy - Image Processing (scipy.ndimage)

What will be the output shape of the following code snippet?

import numpy as np
from scipy.ndimage import sobel
image = np.zeros((5,5))
edges = sobel(image, axis=0)
print(edges.shape)

A(4, 5)

B(6, 5)

C(5, 4)

D(5, 5)

Step-by-Step Solution

Solution:

Step 1: Understand input image shape
The input image is a 5x5 array.
Step 2: Check Sobel output shape behavior
Sobel filter returns an array of the same shape as input, preserving dimensions.
Final Answer:
(5, 5) -> Option D
Quick Check:
Sobel output shape = input shape [OK]

Quick Trick: Sobel output shape matches input shape [OK]

Common Mistakes:

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