Also them being a manufacturing powerhouse, I think they may have enough, even if they're at low point in the economic cycle.
It wouldn't be smart and even the invasion were successful, not sure what they'd gain, besides more hate from all of Southeast Asia and maybe Western sanctions.
I have family in Taiwan and I'm told their military isn't very well funded or equipped.