Reset iPad to factory settings

My iPad needs to be reset because of unknown "other" and "media" memory taking up too much space. I have a MacBook Pro and an iPhone all connected to the same iCloud account so my photos should not be affected or deleted by the reset. Is that correct? Thanks in advance.