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. (A)</p> Signup and view all the answers

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

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

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

<p>Navigation (A)</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 (B)</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 (B)</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 (B)</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 (B)</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 (C)</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 (B)</p> Signup and view all the answers

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