While you're at it, look at where your humidity is coming from. Is the garage so poorly sealed that you are exchanging air from the outside to the inside bringing more humidity with it? Is the surrounding grade higher than the garage floor, causing moisture to seep through the floor? Garage door seals, man door seals and weatherstripping to go around windows is all cheap. I used to run a 40 pint per day dehumidifier unit in my house 24/7, emptying it daily. After I replaced a bunch of windows and sealed things up tighter around the house, the humidity inside the house has been drastically reduced. If I run the dehumidifier 24/7, I get less than half a bucket in 24 hours.
I own three of the little "room" sized dehumidifier units. All purchased second hand, never for more than $25. The new "digital" variety are the ones I like the least. The old tried and true manual knob variety were great because they'd fire right back up wherever they were set when the power comes back on. In my own garage, I have an old 8k BTU window A/C, through the wall, plugged into a 15A appliance timer. The timer is set to run 1 hour per day to remove humidity from the garage each evening. I'm fortunate, because the old manual knob A/C controls fire it right back up every time the power switches back on via the appliance timer.
When asked why I have 3 dehumidifiers, I remind people that I loan them out after hurricanes. Two are currently out on loan to a co-worker who had water infiltration during tropical storm Issac and has been having his windows replaced. Running your whole house A/C to dehumidify a specific room is an expensive battle better fought with a "room" dehumidifier.