Computer Vision: AI & Computer Vision

Artificial Intelligence    |    Intermediate
  • 15 videos | 43m 59s
  • Includes Assessment
  • Earns a Badge
Likes 15 Likes 15
In this course, you'll explore Computer Vision use cases in fields like consumer electronics, aerospace, automotive, robotics, and space. You'll learn about basic AI algorithms that can help you solve vision problems and explore their categories. Finally, you'll apply hands-on development practices on two interesting use cases to predict lung cancer and deforestation.

WHAT YOU WILL LEARN

  • discover the key concepts covered in this course
    describe how CV is used in electronics and why cheap consumer electronics are not possible without CV
    describe how CV is used in the aerospace industry and list the responsibilities of a CV system on an aircraft
    describe how CV is used in the automotive industry and its role in the development of self-driving cars
    describe how CV is used with robotics and how CV solutions are used in popular robotics products
    describe how CV is used in the space industry and the role of CV during space missions
    recognize how the performance of Convolutional Neural Network revolutionized CV
    classify different types of Convolutional Neural Networks by their structure and purpose
  • list the steps needed to create an object detection neural network and describe how object detection is performed
    list the steps needed to create an image classification neural network and describe how classification is performed
    describe image segmentation in broad terms and specify how it may be useful for the industry
    specify how images can be generated based on large datasets and describe ways to use generated images
    work with datasets to predict how deforestation will behave in the Amazon rainforest
    use popular CV libraries to create an MRI image lung cancer detector
    summarize the key concepts covered in this course

IN THIS COURSE

  • 2m 29s
  • 2m 38s
    After completing this video, you will be able to describe how capacitance is used in electronics and why cheap consumer electronics are not possible without capacitance. FREE ACCESS
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    3.  Computer Vision in Aerospace
    2m 34s
    After completing this video, you will be able to describe how CV is used in the aerospace industry and list the responsibilities of a CV system on an aircraft. FREE ACCESS
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    4.  Computer Vision in the Automotive Industry
    3m 9s
    After completing this video, you will be able to describe how CV is used in the automotive industry and its role in the development of self-driving cars. FREE ACCESS
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    5.  Computer Vision in Robotics
    2m 49s
    After completing this video, you will be able to describe how CV is used with robotics and how CV solutions are used in popular robotics products. FREE ACCESS
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    6.  Computer Vision in Space Technology
    3m 4s
    Upon completion of this video, you will be able to describe how CV is used in the space industry and the role of CV during space missions. FREE ACCESS
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    7.  Basic Overview of CNN
    3m 39s
    Upon completion of this video, you will be able to recognize how the performance of Convolutional Neural Networks revolutionized Computer Vision. FREE ACCESS
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    8.  Different Types of CNN
    2m 49s
    In this video, you will learn how to classify different types of Convolutional Neural Networks by their structure and purpose. FREE ACCESS
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    9.  Object Detection
    2m 32s
    Upon completion of this video, you will be able to list the steps needed to create an object detection neural network and describe how object detection is performed. FREE ACCESS
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    10.  Image Classification
    1m 55s
    After completing this video, you will be able to list the steps needed to create an image classification neural network and describe how classification is performed. FREE ACCESS
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    11.  Image Segmentation
    1m 45s
    After completing this video, you will be able to describe image segmentation in broad terms and specify how it may be useful for industry. FREE ACCESS
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    12.  Image Generation
    2m 48s
    Upon completion of this video, you will be able to specify how images can be generated based on large datasets and describe ways to use generated images. FREE ACCESS
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    13.  Predicting Deforestation in Amazon Rainforests
    4m 55s
    In this video, you will work with datasets to predict how deforestation will progress in the Amazon rainforest. FREE ACCESS
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    14.  Lung Cancer Detection Using MRI Images
    5m 41s
    In this video, you will use popular CV libraries to create an MRI image detector for lung cancer. FREE ACCESS
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    15.  Course Summary
    1m 11s
    In this video, we will summarize the key concepts covered in this course. FREE ACCESS

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