NPTEL Deep Learning for Computer Vision Week 5 Assignment Answers 2024
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 :- For Answers Click Here
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 :- For Answers Click Here
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 :- For Answers Click Here
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 :- For Answers Click Here
