<SYSTEM_TASK:>
Solve the following problem using Python, implementing the functions described below, one line at a time
<END_TASK>
<USER_TASK:>
Description:
 def _create_board_image_cv(self, board=None):
 """Return a cv image of the board or empty board if not provided."""

        board = board or base.Board()  # empty board by default
        tile_h, tile_w = self._TILE_SHAPE[0:2]
        board_shape = tile_h * 8, tile_w * 8, 3
        board_image = numpy.zeros(board_shape, dtype=numpy.uint8)
        # place each tile on the image
        for (row, col), tile in board.positions_with_tile():
            tile_image = self._tile_images[tile._type]
            t, l = row * tile_h, col * tile_w
            b, r = t + tile_h, l + tile_w
            board_image[t:b, l:r] = tile_image
        return board_image