Hi @Shenise_Tan,
There is a trick to be able to restore some deleted content from Canvas, but form my testing it doesn't appear to work for calendar items (unless the calendar entry actually came form something like an Assignment / Quiz / etc). I think the calendar item would just have to be recreated.
Hope this helps, even though it may not be the answer you were hoping to receive.
-Chris
