If you want to add some extra culture to your escape, put Onomichi Literature Museum on your travel itinerary. Check for guided tours or just roam around at your own pace.
You'll find this museum in Onomichi. Once you've explored everything you can at Onomichi Literature Museum, have a look at nearby Senko-ji Temple, Onomichi Motion Picture Museum, and Innoshima Suigun Castle.