I've noticed a visible split between product-facing teams and customer-facing teams where I've worked. The customer teams generally all used real selfies. The development teams all used random avatars and icons (myself included).

Frankly, it seemed to work fine in each context. You could always look up someone directly on the company registry if you want to put a face to a slack handle.