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The characteristic detector is actually a two-dimensional (2-D) variety of weights, which represents Portion of the picture. Whilst they can vary in size, the filter sizing is often a 3x3 matrix; this also establishes the dimensions in the receptive area. The filter is then applied to a region on read more the picture, and a dot products is calculated between the enter pixels along with the filter.