Sure, generating the "correct" format would be a good decision. When you change pixel orientation, you'll need to either update or clear the EXIF orientation info to reflect the new pixel data.

Rotation metadata might be helpful in (larger) thumbnails when images are displayed on mobile devices and responsive web pages. Metadata is easy to transfer, at least when scripting with Exiftool or ImageMagick.