The I&M Canal Trail is not hilly, but then neither is much of the countryside that it runs through.
As you can see in the elevation chart below, it is mostly a long gradual rise - or drop, depending on your direction.
In fact it is so gradual that most of the I&M Canal Trail actually looks and feels completely flat.