MIT Success 191: Machine Vision

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Questions and Answers

What is one of the most important senses that humans possess?

  • Hearing
  • Vision (correct)
  • Smell
  • Taste

What field has deep learning transformed according to the text?

  • Botany
  • Astrophysics
  • Computer Vision (correct)
  • Marine Biology

What is an example given in the text of how vision is transforming computer systems?

  • Facial Recognition (correct)
  • Temperature Recognition
  • Gesture Recognition
  • Voice Recognition

What does the image of the human eye in the deep neural network represent?

<p>Visual Information Input (A)</p> Signup and view all the answers

What significant capability can deep learning provide for facial recognition?

<p>Recognizing emotions on faces (C)</p> Signup and view all the answers

Why is deep learning considered transformative in facial detection according to the text?

<p>It requires no tailoring of algorithms for facial detection (D)</p> Signup and view all the answers

What is an example of swapping out the end piece inside a facial detection algorithm?

<p>Replacing facial detection with disease region detection in the eye retina (D)</p> Signup and view all the answers

In what field could similar techniques be applied according to the text?

<p>Healthcare medicine (B)</p> Signup and view all the answers

What is an example of an end-to-end approach mentioned in the text?

<p>Developing an autonomous control system for self-driving cars (B)</p> Signup and view all the answers

How does the text describe the end-to-end approach in self-driving cars compared to other companies?

<p>Radically different (D)</p> Signup and view all the answers

What type of task can be replaced with facial detection according to the text?

<p>Detection of disease region in the retina of the eye (B)</p> Signup and view all the answers

What is a key aspect of the neural network's learning process according to the text?

<p>Learning to solve various tasks when given different end pieces (A)</p> Signup and view all the answers

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