If I have US multiple visit visa, do I need a Canadian Visa?

I am not canadian or american. I want to go see my kids in America and Canada! I have an American visa and also wanted to go up North to Canada to see my granddaughter getting married. Do I need to apply for Canadian visa or can I just cross the border legally.