[Solved] After executing the following code, what will be the shape of blue_channel?import numpy as np img = np.random.rand(200, 100, 3) blue_channel = img[:, :, 2] | Matplotlib

Matplotlib - Image Display

After executing the following code, what will be the shape of blue_channel?

import numpy as np
img = np.random.rand(200, 100, 3)
blue_channel = img[:, :, 2]

A(100, 200)

B(200, 100, 1)

C(3, 200, 100)

D(200, 100)

Step-by-Step Solution

Solution:

Step 1: Understand the shape of img
The image array img has shape (200, 100, 3), where 200 is height, 100 is width, and 3 is the color channels (RGB).
Step 2: Extracting the blue channel
Using img[:, :, 2] selects all rows and columns but only the third channel (index 2), which corresponds to blue.
Step 3: Resulting shape
This extraction removes the last dimension, resulting in a 2D array with shape (200, 100).
Final Answer:
(200, 100) -> Option D
Quick Check:
Channel extraction reduces dimension by one [OK]

Quick Trick: Extracting one channel removes last dimension [OK]

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After executing the following code, what will be the shape of blue_channel?