Trudeau has invoked the Emergencies Act. This gives him the power to invoke the military but it isn't a given. He has even said that he is not invoking it.

Emergencies Act does NOT equal Martial Law.

BTW, I suspect the only reason he has NOT invoked the military is because they probably won't listen to him.