Since .jpg-large files are just renamed .jpg, there is no need for jpg-large to jpeg conversion of any kind and you can freely change the extension back should you need it.
Anyway, you can of course open and edit these files using a graphics editor regardless of the file extension simply by manually using the File ► Open menu.