You will not be able to restore your deleted files from your phone using any smartphone app. You will need a PC for it. There are a few software available which can help you restore files back.
But, take it with a pinch of salt. You cannot be sure of getting back what you want. As such softwares may or may not work.
One of such apps can be found here: