MIT Success 191: The Importance of Vision in Machine Learning
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Questions and Answers

What is considered one of the most important senses for humans?

  • Hearing
  • Touch
  • Smell
  • Vision (correct)
  • Which technology has enabled the building of powerful computer vision systems?

  • Deep Learning (correct)
  • Blockchain
  • Machine Learning
  • Artificial Intelligence
  • What is an example of a complex task that deep learning has enabled in computer vision?

  • Speech Recognition
  • Facial Recognition (correct)
  • Text-to-Speech Conversion
  • Gesture Recognition
  • What does the transformation by deep learning mean for the creation of AI in computer vision?

    <p>AI algorithms can be tailored specifically for each task.</p> Signup and view all the answers

    What kind of features can be recognized through deep learning in computer vision?

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

    Which area of human life does the text suggest vision plays a huge part in?

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

    What is one example provided in the text of replacing facial detection with a different task?

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

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

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

    What type of input is used in the context of self-driving cars as mentioned in the text?

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

    How is the approach of waymo and Tesla different from the end-to-end approach described in the text?

    <p>They do not use end-to-end methods</p> Signup and view all the answers

    What is highlighted as a key aspect of the end-to-end approach for autonomous vehicles?

    <p>Input from vision and pixels directly to actuation of the car</p> Signup and view all the answers

    What is a common task that humans solve daily and that machines can also be trained to solve?

    <p>Computer vision tasks</p> Signup and view all the answers

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