I use a regular desktop printer and feed in sheets of sticky address labels (the 1" x 2.625" and 2" x 2" squares are ideal). I wrote a Java program to output QR codes with random IDs onto a PDF document, and generated one long PDF such that I could pre-print a couple thousand labels.
