No. Hong Kong doesn't ask visitors to fill in an online arrival form (also called an entry form, immigration card or landing card) before they travel. Visitors are not required to complete arrival or departure cards.
Do I still need a visa for Hong Kong?
An arrival form is not a visa. Whether you need a visa or an electronic travel authorization depends on your nationality, so check Hong Kong's official immigration website or your own government's travel advice.