Deep Learning For Computer Vision Week 5 Nptel Answers
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Table of Contents
Deep Learning For Computer Vision Week 5 Nptel Answers (July-Dec 2024)
Instructions:
• Starter code for this assignment is provided in DL4CV-Prog-Assignment2-Week-3-2024.ipynb.
• Use Python 3.x to run the notebook. As instructed in the notebook, write your code only in between the lines ’YOUR CODE STARTS HERE’ and ’YOUR CODE ENDS HERE’.
• Do not change anything else in the code; if you do, the answers you are supposed to get at the end of this assignment might be wrong.
• Read documentation of each function carefully.
• All the best!
1. What is the size of the parameter matrix corresponding to the convolution layer of the second sequential block?
a) 32x16x5x5
b) 32x32x6x6
c) 16x32x7x7
d) 32x16x4x4
Answer: Updating soon (in progress)
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).
a) 84%
b) 76%
c) 99%
d) 57%
Answer: Updating soon (in progress)
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).
a) 0.0042
b) 0.15
c) 0.00065
d) 1.4
Answer: Updating soon (in progress)
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?
a) 3
b) 5
c) 8
d) 1
Answer: Updating soon (in progress)
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?
a) 1
b) 6
c) 9
d) 3
Answer: Updating soon (in progress)
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 the filters variable?
a) (32, 16, 5, 5)
b) (32, 1, 5, 5)
c) (16, 32, 5, 5)
d) (16, 1)
Answer: Updating soon (in progress)
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