Until you get a dmca notice. Taking other people's photos without permission violates copyright.

No, using them without permission (potentially) violates copyright. Copyright does not concern itself with the specifics of the mechanism by which the rights-holder's content enters your user's web browser, so long as you're not circumventing DRM.