CNN Introduction to Padding - GeeksforGeeks

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During convolution, the size of the output feature map is determined by the size of the input feature map, the size of the kernel, and the stride. if we simply apply the kernel on the input feature map, then the output feature map will be smaller than the input. This

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An illustration of padding and convolution operations in the CNN