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</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</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</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</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</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</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</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</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</p> Signup and view all the answers

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