Yes, if an account or contact already exist then you will receive duplicate detection pop-up message on lead qualification (same as when using the out-of-box lead qualify functionality).

No, the existing out-of-box lead qualification process stays the same and is not impacted. This additional functionality to skip creation of opportunity is an independent code and does not [...]