Every weekend at these time at Niagara falls is too crowded so specially on July 4th, it will be TOO crowded specially by indian tourists... Regarding crossing border, becareful !!! if you have US citizenship or greencard then you can cross the border without any document else you need visa to enter canada and US visa to return back...