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'winStride' = argument (default 8x8)- controls how the window is slide across the input window'. 'padding' = adds a certain amount of extra pixels on each side of the input image. That way the detection window is placed a bit outside the input image. It's because of that padding that HOG can detect people who are very close to the edge of the input image. Setting it to (0,0) add no extra pixels on each side of the input image.