# The Standard Deviation Image

The Image Average tool can also calculate a standard deviation image, where lighter pixels indicate a higher degree of variation between images.

An all black standard deviation image indicates no variation in the set of input images.

The standard deviation image can be helpful in diagnosing lighting problems as you deploy your vision application. The tool calculates the standard deviation image as the root mean square difference between the sum of pixels in the set and its corresponding average value.