Create a computer vision system using decision tree algorithms to solve a real-world problem : What is an image and how

Create a computer vision system using decision tree algorithms to solve a real-world problem : What is an image and how

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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The video tutorial covers the representation of images in digital formats, starting with an introduction to the importance of digital image representation in machine learning. It explains how humans perceive colors through light wavelengths and the visible spectrum. The tutorial then delves into grayscale image representation, detailing how pixels are stored in decimal and binary formats. Finally, it explores colored image representation using the RGB model, explaining how different colors are formed by mixing red, green, and blue channels.

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7 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the significance of understanding how humans perceive colors in the context of digital image representation?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain how the wavelength of light affects the color that humans perceive.

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe how grayscale images are represented digitally.

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the range of values for a pixel in a grayscale image, and what do these values represent?

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5.

OPEN ENDED QUESTION

3 mins • 1 pt

How does binary representation differ from decimal representation in the context of digital images?

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6.

OPEN ENDED QUESTION

3 mins • 1 pt

What are the three color channels in a colored image, and how do they contribute to color representation?

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7.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain how mixing different color channels can create new colors.

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