Deep Learning for Computer Vision Week 5 NPTEL Assignment Answers 2025

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✅ Subject: Deep Learning for Computer Vision
📅 Week: 5
🎯 Session: NPTEL 2025 July-October
🔗 Course Link: Click Here
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NPTEL Deep Learning for Computer Vision Week 5 Assignment Answers 2025

1. For this question, please see Question 1 in the iPython notebook (.ipynb file) provided alongside. Complete your implementation under the “YOUR CODE STARTS HERE” segment therein. What is the size of parameter matrix corresponding to convolution layer of second sequential block ?

• 32x16x5x5
• 32x32x6x6
• 16x32x7x7
• 32x16x4x4

Answer : See Answers

2. For this question, please see Question 2 in the iPython notebook (.ipynb file) provided alongside. Complete your implementation under the “YOUR CODE STARTS HERE” segment therein. Report the final test accuracy displayed above (If you are not getting the exact number shown in options, please report the closest number).

• 84%
• 76%
• 99%
• 57%

Answer :

3. For this question, please see Question 3 in the iPython notebook (.ipynb file) provided alongside. Complete your implementation under the “YOUR CODE STARTS HERE” segment therein. Report the loss value at the step 1800? (If you are not getting the exact number shown in options, please report the closest number).

• 0.0042
• 0.15
• 0.00065
• 1.4

Answer :

4. For this question, please see Question 4 in the iPython notebook (.ipynb file) provided alongside. Complete your implementation under the “YOUR CODE STARTS HERE” segment therein. Embedding of which class/digit is closest to the embedding of 7?

• 3
• 5
• 8
• 1

Answer :

5. For this question, please see Question 5 in the iPython notebook (.ipynb file) provided alongside. Complete your implementation under the “YOUR CODE STARTS HERE” segment therein. Embedding of which class/digit is farthest to the embedding of 4?

• 1
• 6
• 9
• 3

Answer :

6. For this question, please see Question 6 in the iPython notebook (.ipynb file) provided alongside. Complete your implementation under the “YOUR CODE STARTS HERE” segment therein. What is the shape of filters variable?

• (32,16 , 5, 5)
• (32, 1, 5, 5)
• (16, 32, 5, 5)
• (16, 1)

Answer :  See Answers