MIT Success 191: Giving Machines Vision

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Questions and Answers

What sense is considered one of the most important for humans according to the text?

  • Smell
  • Taste
  • Vision (correct)
  • Hearing

What is a significant capability that sighted people rely on Vision for according to the text?

  • Object recognition (correct)
  • Cooking expertise
  • Running speed
  • Dancing skills

How has deep learning impacted computer vision systems according to the text?

  • It has made them capable of solving complex tasks (correct)
  • It has eliminated the need for human intervention
  • It has made them weaker
  • It has made them less efficient

Which task in computer vision is specifically mentioned as transformed by deep learning in the text?

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

What does the text imply about tailoring algorithms in AI according to the discussion?

<p>Tailoring algorithms is not required in deep learning (D)</p> Signup and view all the answers

What kind of tasks were deemed almost impossible to solve 15 years ago as per the text?

<p>Complex computer vision tasks (A)</p> Signup and view all the answers

What is a key advantage of using an end-to-end approach in training a neural network?

<p>Allows for swapping out different detection or recognition tasks easily (B)</p> Signup and view all the answers

In what context can techniques like detection of disease regions in the retina of the eye be applied?

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

What distinguishes an end-to-end approach in developing autonomous control systems for self-driving cars?

<p>Uses vision and pixels as input and car actuation as output directly (C)</p> Signup and view all the answers

How does the end-to-end approach in autonomous vehicles differ from companies like Waymo and Tesla?

<p>It focuses on direct mapping from input to output without intermediate steps (A)</p> Signup and view all the answers

What kinds of tasks could be replaced with facial detection in neural networks according to the text?

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

Why is the end-to-end approach emphasized as a key aspect of autonomous vehicle development at the author's lab?

<p>It aligns with the lab's focus on innovation and efficiency (C)</p> Signup and view all the answers

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