Computer Vision: AI & Computer Vision
Artificial Intelligence
| Intermediate
- 15 Videos | 43m 59s
- Includes Assessment
- Earns a Badge
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
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discover the key concepts covered in this coursedescribe how CV is used in electronics and why cheap consumer electronics are not possible without CVdescribe how CV is used in the aerospace industry and list the responsibilities of a CV system on an aircraftdescribe how CV is used in the automotive industry and its role in the development of self-driving carsdescribe how CV is used with robotics and how CV solutions are used in popular robotics productsdescribe how CV is used in the space industry and the role of CV during space missionsrecognize how the performance of Convolutional Neural Network revolutionized CVclassify different types of Convolutional Neural Networks by their structure and purpose
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list the steps needed to create an object detection neural network and describe how object detection is performedlist the steps needed to create an image classification neural network and describe how classification is performeddescribe image segmentation in broad terms and specify how it may be useful for the industryspecify how images can be generated based on large datasets and describe ways to use generated imageswork with datasets to predict how deforestation will behave in the Amazon rainforestuse popular CV libraries to create an MRI image lung cancer detectorsummarize the key concepts covered in this course
IN THIS COURSE
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1.Course Overview2m 29sUP NEXT
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2.Computer Vision in Consumer Electronics2m 38s
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3.Computer Vision in Aerospace2m 34s
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4.Computer Vision in the Automotive Industry3m 9s
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5.Computer Vision in Robotics2m 49s
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6.Computer Vision in Space Technology3m 4s
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7.Basic Overview of CNN3m 39s
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8.Different Types of CNN2m 49s
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9.Object Detection2m 32s
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10.Image Classification1m 55s
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11.Image Segmentation1m 45s
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12.Image Generation2m 48s
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13.Predicting Deforestation in Amazon Rainforests4m 55s
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14.Lung Cancer Detection Using MRI Images5m 41s
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15.Course Summary1m 11s
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