There are some tools that attempt to recover deleted files, you can find the category in the Play Store
here.
Do they work? Somewhat... I see a lot of reviews that are either 5 stars or bubkiss.... So YMMV.
In the future, utilize a service like Google Photos. It's free, will store unlimited pictures and videos, and it has some cool tools in the interface.