The mean of the numbers is calculated as:
\[
{Mean} = \frac{3 + 10 + 10 + 4 + 7 + 10 + 5}{7} = \frac{49}{7} = 7
\]
Now, calculate the deviations from the mean:
\[
|3 - 7| = 4, \quad |10 - 7| = 3, \quad |10 - 7| = 3, \quad |4 - 7| = 3, \quad |7 - 7| = 0, \quad |10 - 7| = 3, \quad |5 - 7| = 2
\]
The mean deviation is the average of these deviations:
\[
{Mean deviation} = \frac{4 + 3 + 3 + 3 + 0 + 3 + 2}{7} = \frac{18}{7} \approx 2.57
\]