Few cubes are arranged as shown in the figure. How many cubes are unseen?

On the basis of the following given dice, we can say that
Three cubes each in the column I and column II from the left are not seen.
Similarly, two cubes each in column III and IV are not seen.
Total number of unseen cubes = 3 + 3 + 2 + 2 = 10