Abstract
Machine learning is a type of computer algorithm that learns from examples rather than being explicitly programmed to do a task. Artificial intelligence is based on machine learning. Depending on the structure and complexity of the algorithm, it can be further separated into shallow and deep learning. Image processing has permeated every area of today's technologically advanced culture in the last two decades. Medical imaging, machine vision, remote sensing, and astronomy are just a few of the specialized disciplines where it can be used. A range of specialist image processing algorithms can quickly edit personal photographs acquired by various digital cameras. Image restoration can be thought of as a crucial aspect of image processing. The main goal is to improve the quality of an image by removing flaws and making it more appealing.
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