NPTEL Deep Learning for Computer Vision Week 1 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. Which of the following options correctly provides the standard deviation of row-wise means and the row-wise means themselves?

1.23, [3.875, 8.375, 13.575]
3.45, [3.375, 8.875, 13.375]
4.08, [3.375, 8.375, 13.375]
4.24, [3.875, 8.875, 13.875]

Answer :- For Answer 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. Which of the following pairs represents the largest eigenvalue and its corresponding eigenvector?

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. Which of the following is the sum of the elements in the modfied list obtained after applying the function?

1.03
1.00
1.50
3.02

Answer :- For Answer 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. Now, which of the following is the GBR representation of the RGB image ‘golden retriever.jpg’ in programming question 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” segments therein. The shape of the ‘human mitosis’ image after applying a 5 × 5 mean filter is:

(512,512)
(510,510)
(508,508)
(507,507)

Answer :- For Answer Click Here

For this question, please see Question 6 in the iPython notebook (.ipynb file) provided alongside. Complete your implementation under the “YOUR CODE STARTS HERE” segments therein. The median value of the ‘human mitosis’ image before and after applying the 5 × 5 mean filter is _____ and ______ respectively

6. 1.____________