Having elections is in no way enough to have a democracy. You also need a functioning justice system and free media. What you describe is not part of the election system but of the justice system.

If the police does not uphold the laws that guarantee just elections, if they allow intimidations or treat citizens differently, or if the military tries to influence election results, then you do not have a democracy.