It depends on the computers. Laptops will likely be fine, but buy a spare power brick ahead of time. Desktops....
I used to work for a company that stacks of computers in vans to collect data (Think Google street view, but bigger and better). We ran the computers and equipment off good UPS's, because almost all inverters are noisy as hell, and some produce very, very bad AC waveforms. Most switching power supplies in computers do poorly with crap input. A good - not inexpensive - UPS from TrippLite or APC can deal with that and outputs a nice steady waveform no matter how bad the input.