To make each pages have different banner images follow the steps below :
Step 1 – Navigate to Appearance > Theme Options > Banner.
Step 2 – Choose Page Banner Image as Background Banner Type then Save the Theme Options.
Step 3 – Navigate to a page editor.
Step 4 – Choose/Upload an image for Banner Image by clicking Set Page Banner link.