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The convolution operation (*) between an image input and a kernel. The element-wise product of the image block (blue) with the kernel (magenta) is calculated and added together (purple). All blocks are convolved with the kernel to generate an output of shape Ih−Kh + 1,Iw−Kw + 1.
