My wallpaper keeps changing to pictures I don't have

I aply my theme to the phone and little bit later I have pictures of girls dogs cats etc. Very annoying. I have searched through the phone thoe pictures e no we're to be found. What do I do to make them stop they kill my batterie and I dislike the pictures