MIT Success 191: Giving Machines a Sense of Vision
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Questions and Answers

What is the main topic of discussion in the MIT success 191 course today?

  • How to give machines a sense of smell
  • How to give machines a sense of taste
  • How to give machines a sense of touch
  • How to give machines a sense of vision (correct)

Why is vision considered one of the most important senses for humans?

  • Because it doesn't play a significant role in human life
  • Because it's not crucial for picking up objects
  • Because it helps in navigating only
  • Because it aids in recognizing complex human emotions and behaviors (correct)

What has deep learning enabled computer vision systems to do?

  • Solve tasks that were not possible 15 years ago (correct)
  • Only perform simple tasks
  • Only detect human faces
  • Not improve computer vision capabilities

What field has been significantly impacted by deep learning according to the text?

<p>Facial recognition (D)</p> Signup and view all the answers

How does deep learning benefit the creator of an AI system in terms of facial detection?

<p>Creators can use pre-existing algorithms without modification (D)</p> Signup and view all the answers

What can a deep neural network process in the form of images or pixels?

<p>Images or pixels only (C)</p> Signup and view all the answers

What is an example of a task that can replace facial detection in the algorithm mentioned?

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

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

<p>Health care medicine (C)</p> Signup and view all the answers

What is an example given for using an end-to-end approach?

<p>Self-driving cars (A)</p> Signup and view all the answers

What is the main difference highlighted between the approach of Waymo, Tesla, and the end-to-end approach mentioned?

<p>End-to-end processing from vision to actuation (D)</p> Signup and view all the answers

How does the text describe the approach taken by autonomous car companies like Waymo and Tesla?

<p>Radically different from the end-to-end approach (C)</p> Signup and view all the answers

What type of input and output are involved in the end-to-end approach for self-driving cars?

<p>Vision and pixels as input; Actuation of the car as output (C)</p> Signup and view all the answers
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