Which of the following code snippets correctly performs connected component labeling on a binary NumPy array img using SciPy?

easy📝 Conceptual Q3 of 15

SciPy - Image Processing (scipy.ndimage)

Which of the following code snippets correctly performs connected component labeling on a binary NumPy array img using SciPy?

Afrom scipy.ndimage import connected_components labeled_array, num_features = connected_components(img)

Bfrom scipy.ndimage import label labeled_array = label(img)

Cimport scipy.ndimage labeled_array, num_features = scipy.ndimage.connected_components(img)

Dfrom scipy.ndimage import label labeled_array, num_features = label(img)

Step-by-Step Solution

Solution:

Step 1: Import the correct function
The function is named label in scipy.ndimage.
Step 2: Correct function call
label(img) returns a tuple: labeled array and number of features.
Final Answer:
from scipy.ndimage import label\nlabeled_array, num_features = label(img) -> Option D
Quick Check:
label returns two outputs [OK]

Quick Trick: label returns labeled array and count [OK]

Common Mistakes:

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