I'm not sure, slim. Why not conduct an experiment and find out ? Exercising will pump up your muscles, causing them to swell and retain water - it should have an effect. The question that comes to mind is, would the reading be accurate? Your muscles don't stay that 'pumped', although over time they will increase in size and density.

Nat