Running high power inverters on a 12v battery is a serious challenge and you need a large battery bank to even stand a chance of running it at full power for long.
If the thing is only required to supply a short surge to say start a motor then it may not be so bad but to sustain full power for a significant time is beyond the average car battery.
Flux