MIT Success 191: Giving Machines Vision

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Questions and Answers

What sense are humans heavily reliant on in their daily lives?

  • Touch
  • Hearing
  • Vision (correct)
  • Smell

Which technology has enabled the development of powerful computer vision systems?

  • Blockchain
  • Quantum Computing
  • Virtual Reality
  • Artificial Intelligence (correct)

What is one of the complex tasks that deep learning-powered computer vision can achieve?

  • Facial recognition (correct)
  • Predicting stock market trends
  • Solving algebraic equations
  • Weather forecasting

In the context of computer vision, what does the term 'pixels' refer to?

<p>Individual points of light on a screen (A)</p> Signup and view all the answers

How has deep learning impacted the need for customization in algorithms for facial detection?

<p>It has eliminated the need for any tailoring (A)</p> Signup and view all the answers

What kind of features can deep learning-powered computer vision systems recognize on a human face?

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

What is one common application of swapping the end piece inside a neural network in computer vision?

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

In the context of self-driving cars, what type of data is used as input for learning an autonomous control system?

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

How does the 'end-to-end' approach in autonomous vehicles differ from the majority of autonomous car companies?

<p>It involves vision and pixels as input and car actuation as output (B)</p> Signup and view all the answers

What is a key feature of the 'end-to-end' approach in machine learning mentioned in the text?

<p>Flexibility to swap out different detection or recognition types (D)</p> Signup and view all the answers

Which area of application is NOT specifically mentioned in the text as being suitable for the techniques discussed?

<p>Weather forecasting (B)</p> Signup and view all the answers

In which field does the text mention applying similar techniques used in facial detection?

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

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