They are almost always hand painted numbers on ceramic tiles. Sometimes they are fairly funky too!

Update:
This gallery has been updated in 2017 to include a few new images from this year’s trip to Faenza.

A few related posts:

Genoa House Numbers – Second Trip House Numbers from Rome Napoli House Numbers Milan House Numbers Faenza Signs Como House Numbers