Average 18-24 months
But "mild" is an elusive term. Is your problem dental, skeletal, or a combination of both.
Do you have a deep bite or an open bite. Do you have enough room for all your teeth when properly aligned. Is your upper jaw proper width to match lower jaw. All these factors, and so many more, have to be taken into account when estimating treatment time. See an orthodontic specialist.