Using a soft tape measure (you can print one out here), measure on the outside of the curve from the beginning of the foam to the end (A to B on the examples below).  We also need the circumference of the handlebar (this can be measured anywhere on the handle as it is the same at all points). 

 

For strollers requiring a PAIR of grips (you will get two grips of this size when ordering a pair):