GoPro Inc., a maker of wearable cameras that have fed a flood of YouTube videos, is laying the groundwork to go public.

The San Mateo, Calif., company said Friday it had submitted a confidential filing for an initial public offering with the Securities and Exchange Commission.

GoPro and its bankers are expected to begin pitching the deal...