If you accidentally delete a photo from a shared folder you can recover it.
1. Log in and select Shared Photos.
2. Select the shared folder where the photo was saved.
3. In Options, select Recover Deleted Photos.
4. You will see the photos which were deleted. Select the photo you want re-added to the folder and select Un-Delete | Selected.