Yes.
See page 165 of the M575 User Guide:
http://bizsupport1.austin.hp.com/bc/docs/support/SupportManual/c03299625/c03299625.pdf
It is an option under More Options from the scan menu of the printer. You need to specify the kind of PDF document that you want (Searchable PDF (OCR)) before you complete the scan.