How do I add a picture to my Gmail or Google App profile? Follow

If you login with Google/Gmail and have no Zoom profile picture, Zoom will pull your picture from your Google/Gmail profile. If you do not have a picture, it will appear as an empty box. 

To add a picture, please see the Google support page regarding adding a profile picture.