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SOLVED: solve this.1. In the context of a Convolutional Neural Network (CNN) for image classification of animals, consider an image with a size of 5x5 pixels, and a filter of 3x3 dimensions has been provided below. Assuming the scenario involves classifying images of cats, dogs, and elephants using CNN, explain the process of applying this filter to the image and how it contributes to the classification task. Specifically, describe the convolution operation in determining whether the image conta
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