I can assure you that both the View-Master and helmets are still around. If you don't want to strap something to your head, then great: don't (although I really do recommend wearing a helmet while biking).
Cardboard does fill the low-end 'view-master-like' niche, but until the display technology gets a lot smaller, strapping something to your head is the most practical solution.