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[Music] [Music] [Music] hello and welcome to image classifier explained for beginners i am kashif pontoza um instructor at ai sciences and in this short video we are basically going to see what classification is and particularly how images are classified so lets dive in and first see what is image classification so image classification problem as a setup is is the problem looks like the following so lets say you have an image classification system sometimes known as the image classifier lets say this is the system image classification system it takes an image as input lets say i it might be an rgb image or a grayscale image it can have any format any valid format for an image and this image classification system actually produce one of the predefined set of categories so lets say for example in this particular case lets say we have all the images of all images that we have they belong to one of these categories lets say airplane is a category uh auto mobile is a category bird c