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Computer Visionml~5 mins

First image processing program in Computer Vision - Cheat Sheet & Quick Revision

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Recall & Review
beginner
What is the main goal of the first image processing program?
To load an image, apply a simple operation like converting it to grayscale, and display the result.
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beginner
Why do we convert a color image to grayscale in image processing?
Because grayscale images have only one channel, making processing simpler and faster while preserving important details.
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beginner
Which Python library is commonly used for basic image processing tasks like reading and showing images?
OpenCV (cv2) is widely used for reading, processing, and displaying images easily.
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beginner
What does the function cv2.imread() do?
It reads an image file from disk and loads it into memory as an array of pixel values.
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beginner
How do you display an image window using OpenCV?
Use cv2.imshow() to open a window showing the image, and cv2.waitKey() to keep it open until a key is pressed.
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What is the first step in a basic image processing program?
ALoad the image from a file
BConvert the image to grayscale
CDisplay the image
DSave the image
Which OpenCV function converts a color image to grayscale?
Acv2.imwrite()
Bcv2.imread()
Ccv2.imshow()
Dcv2.cvtColor()
What does cv2.waitKey(0) do?
ASaves the image
BWaits indefinitely for a key press
CCloses all image windows
DLoads an image
Why is grayscale image processing simpler than color image processing?
ABecause grayscale has only one channel
BBecause grayscale images are bigger
CBecause color images have fewer pixels
DBecause grayscale images are always black
Which library is commonly used for the first image processing program in Python?
ATensorFlow
BNumPy
COpenCV
DMatplotlib
Describe the steps to write your first image processing program using OpenCV.
Think about loading, processing, showing, and closing the image.
You got /5 concepts.
    Explain why converting an image to grayscale is useful in early image processing.
    Consider how color channels affect complexity.
    You got /4 concepts.