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(B) The Normalize transform is applied before ToTensor, but it expects a tensor with values in the [0, 1] range as input.

(A) The Normalize transform should not use ImageNet statistics for food images.

(C) The ToTensor transform should be the first operation, applied directly to the file path, not the PIL Image object.

(D) There is no issue; the pipeline correctly converts and normalizes the image.

Introduction to Deep Learning and Generative AI · End Term · 21 Dec 2025 · September 2025 term

Deep Learning and GenAI End Term 21 Dec 2025 — Question 9

Question 9

+2 marksOne correct option

A
The Normalize transform should not use ImageNet statistics for food images.
B
The Normalize transform is applied before ToTensor, but it expects a tensor with values in the [0, 1] range as input.
C
The ToTensor transform should be the first operation, applied directly to the file path, not the PIL Image object.
D
There is no issue; the pipeline correctly converts and normalizes the image.

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Correct answer

B
The Normalize transform is applied before ToTensor, but it expects a tensor with values in the [0, 1] range as input.

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Question 9 of 30 in the IIT Madras BS Introduction to Deep Learning and Generative AI (Deep Learning and GenAI) End Term paper sat on 21 Dec 2025, in the September 2025 term (Introduction To Deep Learning And Generative Ai 18 Dec 25). It carries 2 marks.

Deep Learning and GenAI End Term 21 Dec 2025 — Question 9

Question 9

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