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@Hanawh Here we aim at limiting the positives samples collected in the sampling region. The way you mentioned directly sets the number of positives to 9, which should also work.
top = max(top_box, coord_h-1) down = min(down_box, coord_h+1) left = max(coord_w-1, left_box) right = min(right_box, coord_w+1)
why don't directly set "top" to "coord_h-1", "down" to "coord_h+1"? There are still few positive samples.
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