Deep Learning For Computer Vision Week 7 Nptel Answers

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Deep Learning For Computer Vision Week 7 Nptel Answers (July-Dec 2024)

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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 are the respective values for the quantities s[90][50], ii[350][750], region sum(100, 130, 380, 665)?
   A) 2880, 12688949, 13923164
   B) 4880, 36188949, 25444096
   C) 5313, 37465641, 25108243
   D) 7313, 56188949, 46323164

Answer: B) 4880, 36188949, 25444096

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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. What is the value of the multi-task loss obtained above? (Select the nearest value)
   A) 0.6317
   B) 0.7329
   C) 0.9435
   D) 0.8417

Answer: B) 0.7329

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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. What is the value of the dice loss obtained above? (Select the nearest value)
   A) 0.5018
   B) 0.6324
   C) 0.7846
   D) 0.8722

Answer: B) 0.6324

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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. How many parameters are there in the model?
   A) 117
   B) 207
   C) 166
   D) 236

Answer: B) 207

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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. What is the mean squared error loss on the train set? (select the nearest value)
   A) 0.0058
   B) 0.1204
   C) 0.0971
   D) 0.2486

Answer: C) 0.0971

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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 mean squared error loss on the test set? (select the nearest value)
   A) 0.0218
   B) 0.0059
   C) 0.0097
   D) 0.0975

Answer: C) 0.0097

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