How to access the RecycleBin or trash folders and recover deleted files?

When deleting files with the option to delete permanently unchecked, they do go to a RecycleBin folder or trash folder if you delete them using an app that lets you see the files you deleted.
There are actually ways that allow you to access and browse those folders and all invisible folders, even without root access, you can recover images this way using DiskDigger.