Describe the theory for image quantization.

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Describe the theory for image quantization.

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Step 1: Introduction:

Image quantization is a fundamental technique in image processing, used to reduce the number of colors or shades in an image while preserving its visual quality to some extent. This process is essential for various applications, including image compression, computer graphics, and more. In this explanation, we'll discuss the theory behind image quantization, its key principles, and its applications.

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