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Question 2You have a 10x10 image and you would like to convert it to a vector or a rank one tensor, how many elements does it have?

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Question 2

You have a 10x10 image and you would like to convert it to a vector or a rank one tensor, how many elements does it have?

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Solution

The 10x10 image can be represented as a 2D matrix or a 2D tensor with 10 rows and 10 columns. To convert this 2D tensor into a rank one tensor or a vector, you would simply reshape or flatten the 2D tensor into a 1D tensor.

Here's how you calculate the number of elements:

  1. Count the number of elements in each row. Since the image is 10x10, each row has 10 elements.
  2. Multiply the number of elements in each row by the total number of rows. In this case, that's 10 elements/row * 10 rows.

So, a 10x10 image converted to a vector or a rank one tensor would have 100 elements.

This problem has been solved

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