At a home about 200 feet from the coast ten years ago I had a real humidity problem. It was often foggy in the mornings, etc. I bought and ran 2 sears kenmore dehumidifiers. Unfortunately, in my case it didn't work very well. Opening the garage doors several times a day defeated much of the effort. And the garage had vents to the outside that let fresh humid air in.
If you can keep your garage closed and sealed, I expect it might work well.
But note, that if you have gas appliances in your garage, like a water heater, you definitely do NOT want to seal the garage, you really need those vents. Actually, you really need those vents if you keep any vehicles or things that might generate flammable fumes in the garage. I've heard that gas fumes are heavier than air, and vents near the floor lets those fumes escape. Gas appliances (with a pilot flame) are mounted well above the floor by code, to keep them above those fumes.The combination of altitude for the appliances and vents along the base of the garage helps prevent the garage from bursting into flame. So generally, its a very bad idea to seal your garage.
This makes for a generally tough to solve problem in humid areas. I'm sure it's possible, but just sealing your garage and installing dehumidifiers would be a very bad idea. Find a very good way to vent the garage safely.
C