Tweet counts 0 after changing website to https



I recently changed a website to SSL so the urls changed to HTTPS.
Problem is that we lost the tweets count when I changed the URL in the Tweet Button to HTTPS.
And If I put the HTTP URL in the button, the count is always 0.

Is there a way for the button to count both http and https? and which should I use?