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The book provides a detailed understanding of Image Classification. Image Classification is a new and emerging research topic for image processing and computer vision field. It is the task of categorizing different objects as per their visual content. Different models of Image Classification evolved through the ages have been explained in lucid and brief manner. A brief literature survey and scopes are also explained, so that the researchers and academicians can get a head-start into the field.